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<title>Example evaluations of the dimethenamid data from 2018</title>

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) 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e("body").append(s),t=a.offsetWidth,s.css("overflow","scroll"),i=a.offsetWidth,t===i&&(i=s[0].clientWidth),s.remove(),n=t-i},getScrollInfo:function(t){var i=t.isWindow||t.isDocument?"":t.element.css("overflow-x"),s=t.isWindow||t.isDocument?"":t.element.css("overflow-y"),n="scroll"===i||"auto"===i&&t.width<t.element[0].scrollWidth,a="scroll"===s||"auto"===s&&t.height<t.element[0].scrollHeight;return{width:a?e.position.scrollbarWidth():0,height:n?e.position.scrollbarWidth():0}},getWithinInfo:function(t){var i=e(t||window),s=e.isWindow(i[0]),n=!!i[0]&&9===i[0].nodeType;return{element:i,isWindow:s,isDocument:n,offset:i.offset()||{left:0,top:0},scrollLeft:i.scrollLeft(),scrollTop:i.scrollTop(),width:s||n?i.width():i.outerWidth(),height:s||n?i.height():i.outerHeight()}}},e.fn.position=function(n){if(!n||!n.of)return f.apply(this,arguments);n=e.extend({},n);var p,m,g,v,y,b,_=e(n.of),x=e.position.getWithinInfo(n.within),w=e.position.getScrollInfo(x),k=(n.collision||"flip").split(" "),T={};return b=s(_),_[0].preventDefault&&(n.at="left top"),m=b.width,g=b.height,v=b.offset,y=e.extend({},v),e.each(["my","at"],function(){var e,t,i=(n[this]||"").split(" ");1===i.length&&(i=l.test(i[0])?i.concat(["center"]):u.test(i[0])?["center"].concat(i):["center","center"]),i[0]=l.test(i[0])?i[0]:"center",i[1]=u.test(i[1])?i[1]:"center",e=d.exec(i[0]),t=d.exec(i[1]),T[this]=[e?e[0]:0,t?t[0]:0],n[this]=[c.exec(i[0])[0],c.exec(i[1])[0]]}),1===k.length&&(k[1]=k[0]),"right"===n.at[0]?y.left+=m:"center"===n.at[0]&&(y.left+=m/2),"bottom"===n.at[1]?y.top+=g:"center"===n.at[1]&&(y.top+=g/2),p=t(T.at,m,g),y.left+=p[0],y.top+=p[1],this.each(function(){var s,l,u=e(this),d=u.outerWidth(),c=u.outerHeight(),f=i(this,"marginLeft"),b=i(this,"marginTop"),D=d+f+i(this,"marginRight")+w.width,S=c+b+i(this,"marginBottom")+w.height,N=e.extend({},y),M=t(T.my,u.outerWidth(),u.outerHeight());"right"===n.my[0]?N.left-=d:"center"===n.my[0]&&(N.left-=d/2),"bottom"===n.my[1]?N.top-=c:"center"===n.my[1]&&(N.top-=c/2),N.left+=M[0],N.top+=M[1],a||(N.left=h(N.left),N.top=h(N.top)),s={marginLeft:f,marginTop:b},e.each(["left","top"],function(t,i){e.ui.position[k[t]]&&e.ui.position[k[t]][i](N,{targetWidth:m,targetHeight:g,elemWidth:d,elemHeight:c,collisionPosition:s,collisionWidth:D,collisionHeight:S,offset:[p[0]+M[0],p[1]+M[1]],my:n.my,at:n.at,within:x,elem:u})}),n.using&&(l=function(e){var t=v.left-N.left,i=t+m-d,s=v.top-N.top,a=s+g-c,h={target:{element:_,left:v.left,top:v.top,width:m,height:g},element:{element:u,left:N.left,top:N.top,width:d,height:c},horizontal:0>i?"left":t>0?"right":"center",vertical:0>a?"top":s>0?"bottom":"middle"};d>m&&m>r(t+i)&&(h.horizontal="center"),c>g&&g>r(s+a)&&(h.vertical="middle"),h.important=o(r(t),r(i))>o(r(s),r(a))?"horizontal":"vertical",n.using.call(this,e,h)}),u.offset(e.extend(N,{using:l}))})},e.ui.position={fit:{left:function(e,t){var i,s=t.within,n=s.isWindow?s.scrollLeft:s.offset.left,a=s.width,r=e.left-t.collisionPosition.marginLeft,h=n-r,l=r+t.collisionWidth-a-n;t.collisionWidth>a?h>0&&0>=l?(i=e.left+h+t.collisionWidth-a-n,e.left+=h-i):e.left=l>0&&0>=h?n:h>l?n+a-t.collisionWidth:n:h>0?e.left+=h:l>0?e.left-=l:e.left=o(e.left-r,e.left)},top:function(e,t){var i,s=t.within,n=s.isWindow?s.scrollTop:s.offset.top,a=t.within.height,r=e.top-t.collisionPosition.marginTop,h=n-r,l=r+t.collisionHeight-a-n;t.collisionHeight>a?h>0&&0>=l?(i=e.top+h+t.collisionHeight-a-n,e.top+=h-i):e.top=l>0&&0>=h?n:h>l?n+a-t.collisionHeight:n:h>0?e.top+=h:l>0?e.top-=l:e.top=o(e.top-r,e.top)}},flip:{left:function(e,t){var i,s,n=t.within,a=n.offset.left+n.scrollLeft,o=n.width,h=n.isWindow?n.scrollLeft:n.offset.left,l=e.left-t.collisionPosition.marginLeft,u=l-h,d=l+t.collisionWidth-o-h,c="left"===t.my[0]?-t.elemWidth:"right"===t.my[0]?t.elemWidth:0,p="left"===t.at[0]?t.targetWidth:"right"===t.at[0]?-t.targetWidth:0,f=-2*t.offset[0];0>u?(i=e.left+c+p+f+t.collisionWidth-o-a,(0>i||r(u)>i)&&(e.left+=c+p+f)):d>0&&(s=e.left-t.collisionPosition.marginLeft+c+p+f-h,(s>0||d>r(s))&&(e.left+=c+p+f))},top:function(e,t){var i,s,n=t.within,a=n.offset.top+n.scrollTop,o=n.height,h=n.isWindow?n.scrollTop:n.offset.top,l=e.top-t.collisionPosition.marginTop,u=l-h,d=l+t.collisionHeight-o-h,c="top"===t.my[1],p=c?-t.elemHeight:"bottom"===t.my[1]?t.elemHeight:0,f="top"===t.at[1]?t.targetHeight:"bottom"===t.at[1]?-t.targetHeight:0,m=-2*t.offset[1];0>u?(s=e.top+p+f+m+t.collisionHeight-o-a,(0>s||r(u)>s)&&(e.top+=p+f+m)):d>0&&(i=e.top-t.collisionPosition.marginTop+p+f+m-h,(i>0||d>r(i))&&(e.top+=p+f+m))}},flipfit:{left:function(){e.ui.position.flip.left.apply(this,arguments),e.ui.position.fit.left.apply(this,arguments)},top:function(){e.ui.position.flip.top.apply(this,arguments),e.ui.position.fit.top.apply(this,arguments)}}},function(){var t,i,s,n,o,r=document.getElementsByTagName("body")[0],h=document.createElement("div");t=document.createElement(r?"div":"body"),s={visibility:"hidden",width:0,height:0,border:0,margin:0,background:"none"},r&&e.extend(s,{position:"absolute",left:"-1000px",top:"-1000px"});for(o in s)t.style[o]=s[o];t.appendChild(h),i=r||document.documentElement,i.insertBefore(t,i.firstChild),h.style.cssText="position: absolute; left: 10.7432222px;",n=e(h).offset().left,a=n>10&&11>n,t.innerHTML="",i.removeChild(t)}()}(),e.ui.position,e.widget("ui.draggable",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"drag",options:{addClasses:!0,appendTo:"parent",axis:!1,connectToSortable:!1,containment:!1,cursor:"auto",cursorAt:!1,grid:!1,handle:!1,helper:"original",iframeFix:!1,opacity:!1,refreshPositions:!1,revert:!1,revertDuration:500,scope:"default",scroll:!0,scrollSensitivity:20,scrollSpeed:20,snap:!1,snapMode:"both",snapTolerance:20,stack:!1,zIndex:!1,drag:null,start:null,stop:null},_create:function(){"original"===this.options.helper&&this._setPositionRelative(),this.options.addClasses&&this.element.addClass("ui-draggable"),this.options.disabled&&this.element.addClass("ui-draggable-disabled"),this._setHandleClassName(),this._mouseInit()},_setOption:function(e,t){this._super(e,t),"handle"===e&&(this._removeHandleClassName(),this._setHandleClassName())},_destroy:function(){return(this.helper||this.element).is(".ui-draggable-dragging")?(this.destroyOnClear=!0,void 0):(this.element.removeClass("ui-draggable ui-draggable-dragging ui-draggable-disabled"),this._removeHandleClassName(),this._mouseDestroy(),void 0)},_mouseCapture:function(t){var i=this.options;return this._blurActiveElement(t),this.helper||i.disabled||e(t.target).closest(".ui-resizable-handle").length>0?!1:(this.handle=this._getHandle(t),this.handle?(this._blockFrames(i.iframeFix===!0?"iframe":i.iframeFix),!0):!1)},_blockFrames:function(t){this.iframeBlocks=this.document.find(t).map(function(){var t=e(this);return e("<div>").css("position","absolute").appendTo(t.parent()).outerWidth(t.outerWidth()).outerHeight(t.outerHeight()).offset(t.offset())[0]})},_unblockFrames:function(){this.iframeBlocks&&(this.iframeBlocks.remove(),delete this.iframeBlocks)},_blurActiveElement:function(t){var i=this.document[0];if(this.handleElement.is(t.target))try{i.activeElement&&"body"!==i.activeElement.nodeName.toLowerCase()&&e(i.activeElement).blur()}catch(s){}},_mouseStart:function(t){var i=this.options;return this.helper=this._createHelper(t),this.helper.addClass("ui-draggable-dragging"),this._cacheHelperProportions(),e.ui.ddmanager&&(e.ui.ddmanager.current=this),this._cacheMargins(),this.cssPosition=this.helper.css("position"),this.scrollParent=this.helper.scrollParent(!0),this.offsetParent=this.helper.offsetParent(),this.hasFixedAncestor=this.helper.parents().filter(function(){return"fixed"===e(this).css("position")}).length>0,this.positionAbs=this.element.offset(),this._refreshOffsets(t),this.originalPosition=this.position=this._generatePosition(t,!1),this.originalPageX=t.pageX,this.originalPageY=t.pageY,i.cursorAt&&this._adjustOffsetFromHelper(i.cursorAt),this._setContainment(),this._trigger("start",t)===!1?(this._clear(),!1):(this._cacheHelperProportions(),e.ui.ddmanager&&!i.dropBehaviour&&e.ui.ddmanager.prepareOffsets(this,t),this._normalizeRightBottom(),this._mouseDrag(t,!0),e.ui.ddmanager&&e.ui.ddmanager.dragStart(this,t),!0)},_refreshOffsets:function(e){this.offset={top:this.positionAbs.top-this.margins.top,left:this.positionAbs.left-this.margins.left,scroll:!1,parent:this._getParentOffset(),relative:this._getRelativeOffset()},this.offset.click={left:e.pageX-this.offset.left,top:e.pageY-this.offset.top}},_mouseDrag:function(t,i){if(this.hasFixedAncestor&&(this.offset.parent=this._getParentOffset()),this.position=this._generatePosition(t,!0),this.positionAbs=this._convertPositionTo("absolute"),!i){var s=this._uiHash();if(this._trigger("drag",t,s)===!1)return this._mouseUp({}),!1;this.position=s.position}return this.helper[0].style.left=this.position.left+"px",this.helper[0].style.top=this.position.top+"px",e.ui.ddmanager&&e.ui.ddmanager.drag(this,t),!1},_mouseStop:function(t){var i=this,s=!1;return e.ui.ddmanager&&!this.options.dropBehaviour&&(s=e.ui.ddmanager.drop(this,t)),this.dropped&&(s=this.dropped,this.dropped=!1),"invalid"===this.options.revert&&!s||"valid"===this.options.revert&&s||this.options.revert===!0||e.isFunction(this.options.revert)&&this.options.revert.call(this.element,s)?e(this.helper).animate(this.originalPosition,parseInt(this.options.revertDuration,10),function(){i._trigger("stop",t)!==!1&&i._clear()}):this._trigger("stop",t)!==!1&&this._clear(),!1},_mouseUp:function(t){return this._unblockFrames(),e.ui.ddmanager&&e.ui.ddmanager.dragStop(this,t),this.handleElement.is(t.target)&&this.element.focus(),e.ui.mouse.prototype._mouseUp.call(this,t)},cancel:function(){return this.helper.is(".ui-draggable-dragging")?this._mouseUp({}):this._clear(),this},_getHandle:function(t){return this.options.handle?!!e(t.target).closest(this.element.find(this.options.handle)).length:!0},_setHandleClassName:function(){this.handleElement=this.options.handle?this.element.find(this.options.handle):this.element,this.handleElement.addClass("ui-draggable-handle")},_removeHandleClassName:function(){this.handleElement.removeClass("ui-draggable-handle")},_createHelper:function(t){var i=this.options,s=e.isFunction(i.helper),n=s?e(i.helper.apply(this.element[0],[t])):"clone"===i.helper?this.element.clone().removeAttr("id"):this.element;return n.parents("body").length||n.appendTo("parent"===i.appendTo?this.element[0].parentNode:i.appendTo),s&&n[0]===this.element[0]&&this._setPositionRelative(),n[0]===this.element[0]||/(fixed|absolute)/.test(n.css("position"))||n.css("position","absolute"),n},_setPositionRelative:function(){/^(?:r|a|f)/.test(this.element.css("position"))||(this.element[0].style.position="relative")},_adjustOffsetFromHelper:function(t){"string"==typeof t&&(t=t.split(" ")),e.isArray(t)&&(t={left:+t[0],top:+t[1]||0}),"left"in t&&(this.offset.click.left=t.left+this.margins.left),"right"in t&&(this.offset.click.left=this.helperProportions.width-t.right+this.margins.left),"top"in t&&(this.offset.click.top=t.top+this.margins.top),"bottom"in t&&(this.offset.click.top=this.helperProportions.height-t.bottom+this.margins.top)},_isRootNode:function(e){return/(html|body)/i.test(e.tagName)||e===this.document[0]},_getParentOffset:function(){var t=this.offsetParent.offset(),i=this.document[0];return"absolute"===this.cssPosition&&this.scrollParent[0]!==i&&e.contains(this.scrollParent[0],this.offsetParent[0])&&(t.left+=this.scrollParent.scrollLeft(),t.top+=this.scrollParent.scrollTop()),this._isRootNode(this.offsetParent[0])&&(t={top:0,left:0}),{top:t.top+(parseInt(this.offsetParent.css("borderTopWidth"),10)||0),left:t.left+(parseInt(this.offsetParent.css("borderLeftWidth"),10)||0)}},_getRelativeOffset:function(){if("relative"!==this.cssPosition)return{top:0,left:0};var e=this.element.position(),t=this._isRootNode(this.scrollParent[0]);return{top:e.top-(parseInt(this.helper.css("top"),10)||0)+(t?0:this.scrollParent.scrollTop()),left:e.left-(parseInt(this.helper.css("left"),10)||0)+(t?0:this.scrollParent.scrollLeft())}},_cacheMargins:function(){this.margins={left:parseInt(this.element.css("marginLeft"),10)||0,top:parseInt(this.element.css("marginTop"),10)||0,right:parseInt(this.element.css("marginRight"),10)||0,bottom:parseInt(this.element.css("marginBottom"),10)||0}},_cacheHelperProportions:function(){this.helperProportions={width:this.helper.outerWidth(),height:this.helper.outerHeight()}},_setContainment:function(){var t,i,s,n=this.options,a=this.document[0];return this.relativeContainer=null,n.containment?"window"===n.containment?(this.containment=[e(window).scrollLeft()-this.offset.relative.left-this.offset.parent.left,e(window).scrollTop()-this.offset.relative.top-this.offset.parent.top,e(window).scrollLeft()+e(window).width()-this.helperProportions.width-this.margins.left,e(window).scrollTop()+(e(window).height()||a.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top],void 0):"document"===n.containment?(this.containment=[0,0,e(a).width()-this.helperProportions.width-this.margins.left,(e(a).height()||a.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top],void 0):n.containment.constructor===Array?(this.containment=n.containment,void 0):("parent"===n.containment&&(n.containment=this.helper[0].parentNode),i=e(n.containment),s=i[0],s&&(t=/(scroll|auto)/.test(i.css("overflow")),this.containment=[(parseInt(i.css("borderLeftWidth"),10)||0)+(parseInt(i.css("paddingLeft"),10)||0),(parseInt(i.css("borderTopWidth"),10)||0)+(parseInt(i.css("paddingTop"),10)||0),(t?Math.max(s.scrollWidth,s.offsetWidth):s.offsetWidth)-(parseInt(i.css("borderRightWidth"),10)||0)-(parseInt(i.css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left-this.margins.right,(t?Math.max(s.scrollHeight,s.offsetHeight):s.offsetHeight)-(parseInt(i.css("borderBottomWidth"),10)||0)-(parseInt(i.css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top-this.margins.bottom],this.relativeContainer=i),void 0):(this.containment=null,void 0)},_convertPositionTo:function(e,t){t||(t=this.position);var i="absolute"===e?1:-1,s=this._isRootNode(this.scrollParent[0]);return{top:t.top+this.offset.relative.top*i+this.offset.parent.top*i-("fixed"===this.cssPosition?-this.offset.scroll.top:s?0:this.offset.scroll.top)*i,left:t.left+this.offset.relative.left*i+this.offset.parent.left*i-("fixed"===this.cssPosition?-this.offset.scroll.left:s?0:this.offset.scroll.left)*i}},_generatePosition:function(e,t){var i,s,n,a,o=this.options,r=this._isRootNode(this.scrollParent[0]),h=e.pageX,l=e.pageY;return r&&this.offset.scroll||(this.offset.scroll={top:this.scrollParent.scrollTop(),left:this.scrollParent.scrollLeft()}),t&&(this.containment&&(this.relativeContainer?(s=this.relativeContainer.offset(),i=[this.containment[0]+s.left,this.containment[1]+s.top,this.containment[2]+s.left,this.containment[3]+s.top]):i=this.containment,e.pageX-this.offset.click.left<i[0]&&(h=i[0]+this.offset.click.left),e.pageY-this.offset.click.top<i[1]&&(l=i[1]+this.offset.click.top),e.pageX-this.offset.click.left>i[2]&&(h=i[2]+this.offset.click.left),e.pageY-this.offset.click.top>i[3]&&(l=i[3]+this.offset.click.top)),o.grid&&(n=o.grid[1]?this.originalPageY+Math.round((l-this.originalPageY)/o.grid[1])*o.grid[1]:this.originalPageY,l=i?n-this.offset.click.top>=i[1]||n-this.offset.click.top>i[3]?n:n-this.offset.click.top>=i[1]?n-o.grid[1]:n+o.grid[1]:n,a=o.grid[0]?this.originalPageX+Math.round((h-this.originalPageX)/o.grid[0])*o.grid[0]:this.originalPageX,h=i?a-this.offset.click.left>=i[0]||a-this.offset.click.left>i[2]?a:a-this.offset.click.left>=i[0]?a-o.grid[0]:a+o.grid[0]:a),"y"===o.axis&&(h=this.originalPageX),"x"===o.axis&&(l=this.originalPageY)),{top:l-this.offset.click.top-this.offset.relative.top-this.offset.parent.top+("fixed"===this.cssPosition?-this.offset.scroll.top:r?0:this.offset.scroll.top),left:h-this.offset.click.left-this.offset.relative.left-this.offset.parent.left+("fixed"===this.cssPosition?-this.offset.scroll.left:r?0:this.offset.scroll.left)}},_clear:function(){this.helper.removeClass("ui-draggable-dragging"),this.helper[0]===this.element[0]||this.cancelHelperRemoval||this.helper.remove(),this.helper=null,this.cancelHelperRemoval=!1,this.destroyOnClear&&this.destroy()},_normalizeRightBottom:function(){"y"!==this.options.axis&&"auto"!==this.helper.css("right")&&(this.helper.width(this.helper.width()),this.helper.css("right","auto")),"x"!==this.options.axis&&"auto"!==this.helper.css("bottom")&&(this.helper.height(this.helper.height()),this.helper.css("bottom","auto"))},_trigger:function(t,i,s){return s=s||this._uiHash(),e.ui.plugin.call(this,t,[i,s,this],!0),/^(drag|start|stop)/.test(t)&&(this.positionAbs=this._convertPositionTo("absolute"),s.offset=this.positionAbs),e.Widget.prototype._trigger.call(this,t,i,s)},plugins:{},_uiHash:function(){return{helper:this.helper,position:this.position,originalPosition:this.originalPosition,offset:this.positionAbs}}}),e.ui.plugin.add("draggable","connectToSortable",{start:function(t,i,s){var n=e.extend({},i,{item:s.element});s.sortables=[],e(s.options.connectToSortable).each(function(){var i=e(this).sortable("instance");i&&!i.options.disabled&&(s.sortables.push(i),i.refreshPositions(),i._trigger("activate",t,n))})},stop:function(t,i,s){var n=e.extend({},i,{item:s.element});s.cancelHelperRemoval=!1,e.each(s.sortables,function(){var e=this;e.isOver?(e.isOver=0,s.cancelHelperRemoval=!0,e.cancelHelperRemoval=!1,e._storedCSS={position:e.placeholder.css("position"),top:e.placeholder.css("top"),left:e.placeholder.css("left")},e._mouseStop(t),e.options.helper=e.options._helper):(e.cancelHelperRemoval=!0,e._trigger("deactivate",t,n))})},drag:function(t,i,s){e.each(s.sortables,function(){var n=!1,a=this;a.positionAbs=s.positionAbs,a.helperProportions=s.helperProportions,a.offset.click=s.offset.click,a._intersectsWith(a.containerCache)&&(n=!0,e.each(s.sortables,function(){return this.positionAbs=s.positionAbs,this.helperProportions=s.helperProportions,this.offset.click=s.offset.click,this!==a&&this._intersectsWith(this.containerCache)&&e.contains(a.element[0],this.element[0])&&(n=!1),n
})),n?(a.isOver||(a.isOver=1,s._parent=i.helper.parent(),a.currentItem=i.helper.appendTo(a.element).data("ui-sortable-item",!0),a.options._helper=a.options.helper,a.options.helper=function(){return i.helper[0]},t.target=a.currentItem[0],a._mouseCapture(t,!0),a._mouseStart(t,!0,!0),a.offset.click.top=s.offset.click.top,a.offset.click.left=s.offset.click.left,a.offset.parent.left-=s.offset.parent.left-a.offset.parent.left,a.offset.parent.top-=s.offset.parent.top-a.offset.parent.top,s._trigger("toSortable",t),s.dropped=a.element,e.each(s.sortables,function(){this.refreshPositions()}),s.currentItem=s.element,a.fromOutside=s),a.currentItem&&(a._mouseDrag(t),i.position=a.position)):a.isOver&&(a.isOver=0,a.cancelHelperRemoval=!0,a.options._revert=a.options.revert,a.options.revert=!1,a._trigger("out",t,a._uiHash(a)),a._mouseStop(t,!0),a.options.revert=a.options._revert,a.options.helper=a.options._helper,a.placeholder&&a.placeholder.remove(),i.helper.appendTo(s._parent),s._refreshOffsets(t),i.position=s._generatePosition(t,!0),s._trigger("fromSortable",t),s.dropped=!1,e.each(s.sortables,function(){this.refreshPositions()}))})}}),e.ui.plugin.add("draggable","cursor",{start:function(t,i,s){var n=e("body"),a=s.options;n.css("cursor")&&(a._cursor=n.css("cursor")),n.css("cursor",a.cursor)},stop:function(t,i,s){var n=s.options;n._cursor&&e("body").css("cursor",n._cursor)}}),e.ui.plugin.add("draggable","opacity",{start:function(t,i,s){var n=e(i.helper),a=s.options;n.css("opacity")&&(a._opacity=n.css("opacity")),n.css("opacity",a.opacity)},stop:function(t,i,s){var n=s.options;n._opacity&&e(i.helper).css("opacity",n._opacity)}}),e.ui.plugin.add("draggable","scroll",{start:function(e,t,i){i.scrollParentNotHidden||(i.scrollParentNotHidden=i.helper.scrollParent(!1)),i.scrollParentNotHidden[0]!==i.document[0]&&"HTML"!==i.scrollParentNotHidden[0].tagName&&(i.overflowOffset=i.scrollParentNotHidden.offset())},drag:function(t,i,s){var n=s.options,a=!1,o=s.scrollParentNotHidden[0],r=s.document[0];o!==r&&"HTML"!==o.tagName?(n.axis&&"x"===n.axis||(s.overflowOffset.top+o.offsetHeight-t.pageY<n.scrollSensitivity?o.scrollTop=a=o.scrollTop+n.scrollSpeed:t.pageY-s.overflowOffset.top<n.scrollSensitivity&&(o.scrollTop=a=o.scrollTop-n.scrollSpeed)),n.axis&&"y"===n.axis||(s.overflowOffset.left+o.offsetWidth-t.pageX<n.scrollSensitivity?o.scrollLeft=a=o.scrollLeft+n.scrollSpeed:t.pageX-s.overflowOffset.left<n.scrollSensitivity&&(o.scrollLeft=a=o.scrollLeft-n.scrollSpeed))):(n.axis&&"x"===n.axis||(t.pageY-e(r).scrollTop()<n.scrollSensitivity?a=e(r).scrollTop(e(r).scrollTop()-n.scrollSpeed):e(window).height()-(t.pageY-e(r).scrollTop())<n.scrollSensitivity&&(a=e(r).scrollTop(e(r).scrollTop()+n.scrollSpeed))),n.axis&&"y"===n.axis||(t.pageX-e(r).scrollLeft()<n.scrollSensitivity?a=e(r).scrollLeft(e(r).scrollLeft()-n.scrollSpeed):e(window).width()-(t.pageX-e(r).scrollLeft())<n.scrollSensitivity&&(a=e(r).scrollLeft(e(r).scrollLeft()+n.scrollSpeed)))),a!==!1&&e.ui.ddmanager&&!n.dropBehaviour&&e.ui.ddmanager.prepareOffsets(s,t)}}),e.ui.plugin.add("draggable","snap",{start:function(t,i,s){var n=s.options;s.snapElements=[],e(n.snap.constructor!==String?n.snap.items||":data(ui-draggable)":n.snap).each(function(){var t=e(this),i=t.offset();this!==s.element[0]&&s.snapElements.push({item:this,width:t.outerWidth(),height:t.outerHeight(),top:i.top,left:i.left})})},drag:function(t,i,s){var n,a,o,r,h,l,u,d,c,p,f=s.options,m=f.snapTolerance,g=i.offset.left,v=g+s.helperProportions.width,y=i.offset.top,b=y+s.helperProportions.height;for(c=s.snapElements.length-1;c>=0;c--)h=s.snapElements[c].left-s.margins.left,l=h+s.snapElements[c].width,u=s.snapElements[c].top-s.margins.top,d=u+s.snapElements[c].height,h-m>v||g>l+m||u-m>b||y>d+m||!e.contains(s.snapElements[c].item.ownerDocument,s.snapElements[c].item)?(s.snapElements[c].snapping&&s.options.snap.release&&s.options.snap.release.call(s.element,t,e.extend(s._uiHash(),{snapItem:s.snapElements[c].item})),s.snapElements[c].snapping=!1):("inner"!==f.snapMode&&(n=m>=Math.abs(u-b),a=m>=Math.abs(d-y),o=m>=Math.abs(h-v),r=m>=Math.abs(l-g),n&&(i.position.top=s._convertPositionTo("relative",{top:u-s.helperProportions.height,left:0}).top),a&&(i.position.top=s._convertPositionTo("relative",{top:d,left:0}).top),o&&(i.position.left=s._convertPositionTo("relative",{top:0,left:h-s.helperProportions.width}).left),r&&(i.position.left=s._convertPositionTo("relative",{top:0,left:l}).left)),p=n||a||o||r,"outer"!==f.snapMode&&(n=m>=Math.abs(u-y),a=m>=Math.abs(d-b),o=m>=Math.abs(h-g),r=m>=Math.abs(l-v),n&&(i.position.top=s._convertPositionTo("relative",{top:u,left:0}).top),a&&(i.position.top=s._convertPositionTo("relative",{top:d-s.helperProportions.height,left:0}).top),o&&(i.position.left=s._convertPositionTo("relative",{top:0,left:h}).left),r&&(i.position.left=s._convertPositionTo("relative",{top:0,left:l-s.helperProportions.width}).left)),!s.snapElements[c].snapping&&(n||a||o||r||p)&&s.options.snap.snap&&s.options.snap.snap.call(s.element,t,e.extend(s._uiHash(),{snapItem:s.snapElements[c].item})),s.snapElements[c].snapping=n||a||o||r||p)}}),e.ui.plugin.add("draggable","stack",{start:function(t,i,s){var n,a=s.options,o=e.makeArray(e(a.stack)).sort(function(t,i){return(parseInt(e(t).css("zIndex"),10)||0)-(parseInt(e(i).css("zIndex"),10)||0)});o.length&&(n=parseInt(e(o[0]).css("zIndex"),10)||0,e(o).each(function(t){e(this).css("zIndex",n+t)}),this.css("zIndex",n+o.length))}}),e.ui.plugin.add("draggable","zIndex",{start:function(t,i,s){var n=e(i.helper),a=s.options;n.css("zIndex")&&(a._zIndex=n.css("zIndex")),n.css("zIndex",a.zIndex)},stop:function(t,i,s){var n=s.options;n._zIndex&&e(i.helper).css("zIndex",n._zIndex)}}),e.ui.draggable,e.widget("ui.droppable",{version:"1.11.4",widgetEventPrefix:"drop",options:{accept:"*",activeClass:!1,addClasses:!0,greedy:!1,hoverClass:!1,scope:"default",tolerance:"intersect",activate:null,deactivate:null,drop:null,out:null,over:null},_create:function(){var t,i=this.options,s=i.accept;this.isover=!1,this.isout=!0,this.accept=e.isFunction(s)?s:function(e){return e.is(s)},this.proportions=function(){return arguments.length?(t=arguments[0],void 0):t?t:t={width:this.element[0].offsetWidth,height:this.element[0].offsetHeight}},this._addToManager(i.scope),i.addClasses&&this.element.addClass("ui-droppable")},_addToManager:function(t){e.ui.ddmanager.droppables[t]=e.ui.ddmanager.droppables[t]||[],e.ui.ddmanager.droppables[t].push(this)},_splice:function(e){for(var t=0;e.length>t;t++)e[t]===this&&e.splice(t,1)},_destroy:function(){var t=e.ui.ddmanager.droppables[this.options.scope];this._splice(t),this.element.removeClass("ui-droppable ui-droppable-disabled")},_setOption:function(t,i){if("accept"===t)this.accept=e.isFunction(i)?i:function(e){return e.is(i)};else if("scope"===t){var s=e.ui.ddmanager.droppables[this.options.scope];this._splice(s),this._addToManager(i)}this._super(t,i)},_activate:function(t){var i=e.ui.ddmanager.current;this.options.activeClass&&this.element.addClass(this.options.activeClass),i&&this._trigger("activate",t,this.ui(i))},_deactivate:function(t){var i=e.ui.ddmanager.current;this.options.activeClass&&this.element.removeClass(this.options.activeClass),i&&this._trigger("deactivate",t,this.ui(i))},_over:function(t){var i=e.ui.ddmanager.current;i&&(i.currentItem||i.element)[0]!==this.element[0]&&this.accept.call(this.element[0],i.currentItem||i.element)&&(this.options.hoverClass&&this.element.addClass(this.options.hoverClass),this._trigger("over",t,this.ui(i)))},_out:function(t){var i=e.ui.ddmanager.current;i&&(i.currentItem||i.element)[0]!==this.element[0]&&this.accept.call(this.element[0],i.currentItem||i.element)&&(this.options.hoverClass&&this.element.removeClass(this.options.hoverClass),this._trigger("out",t,this.ui(i)))},_drop:function(t,i){var s=i||e.ui.ddmanager.current,n=!1;return s&&(s.currentItem||s.element)[0]!==this.element[0]?(this.element.find(":data(ui-droppable)").not(".ui-draggable-dragging").each(function(){var i=e(this).droppable("instance");return i.options.greedy&&!i.options.disabled&&i.options.scope===s.options.scope&&i.accept.call(i.element[0],s.currentItem||s.element)&&e.ui.intersect(s,e.extend(i,{offset:i.element.offset()}),i.options.tolerance,t)?(n=!0,!1):void 0}),n?!1:this.accept.call(this.element[0],s.currentItem||s.element)?(this.options.activeClass&&this.element.removeClass(this.options.activeClass),this.options.hoverClass&&this.element.removeClass(this.options.hoverClass),this._trigger("drop",t,this.ui(s)),this.element):!1):!1},ui:function(e){return{draggable:e.currentItem||e.element,helper:e.helper,position:e.position,offset:e.positionAbs}}}),e.ui.intersect=function(){function e(e,t,i){return e>=t&&t+i>e}return function(t,i,s,n){if(!i.offset)return!1;var a=(t.positionAbs||t.position.absolute).left+t.margins.left,o=(t.positionAbs||t.position.absolute).top+t.margins.top,r=a+t.helperProportions.width,h=o+t.helperProportions.height,l=i.offset.left,u=i.offset.top,d=l+i.proportions().width,c=u+i.proportions().height;switch(s){case"fit":return a>=l&&d>=r&&o>=u&&c>=h;case"intersect":return a+t.helperProportions.width/2>l&&d>r-t.helperProportions.width/2&&o+t.helperProportions.height/2>u&&c>h-t.helperProportions.height/2;case"pointer":return e(n.pageY,u,i.proportions().height)&&e(n.pageX,l,i.proportions().width);case"touch":return(o>=u&&c>=o||h>=u&&c>=h||u>o&&h>c)&&(a>=l&&d>=a||r>=l&&d>=r||l>a&&r>d);default:return!1}}}(),e.ui.ddmanager={current:null,droppables:{"default":[]},prepareOffsets:function(t,i){var s,n,a=e.ui.ddmanager.droppables[t.options.scope]||[],o=i?i.type:null,r=(t.currentItem||t.element).find(":data(ui-droppable)").addBack();e:for(s=0;a.length>s;s++)if(!(a[s].options.disabled||t&&!a[s].accept.call(a[s].element[0],t.currentItem||t.element))){for(n=0;r.length>n;n++)if(r[n]===a[s].element[0]){a[s].proportions().height=0;continue e}a[s].visible="none"!==a[s].element.css("display"),a[s].visible&&("mousedown"===o&&a[s]._activate.call(a[s],i),a[s].offset=a[s].element.offset(),a[s].proportions({width:a[s].element[0].offsetWidth,height:a[s].element[0].offsetHeight}))}},drop:function(t,i){var s=!1;return e.each((e.ui.ddmanager.droppables[t.options.scope]||[]).slice(),function(){this.options&&(!this.options.disabled&&this.visible&&e.ui.intersect(t,this,this.options.tolerance,i)&&(s=this._drop.call(this,i)||s),!this.options.disabled&&this.visible&&this.accept.call(this.element[0],t.currentItem||t.element)&&(this.isout=!0,this.isover=!1,this._deactivate.call(this,i)))}),s},dragStart:function(t,i){t.element.parentsUntil("body").bind("scroll.droppable",function(){t.options.refreshPositions||e.ui.ddmanager.prepareOffsets(t,i)})},drag:function(t,i){t.options.refreshPositions&&e.ui.ddmanager.prepareOffsets(t,i),e.each(e.ui.ddmanager.droppables[t.options.scope]||[],function(){if(!this.options.disabled&&!this.greedyChild&&this.visible){var s,n,a,o=e.ui.intersect(t,this,this.options.tolerance,i),r=!o&&this.isover?"isout":o&&!this.isover?"isover":null;r&&(this.options.greedy&&(n=this.options.scope,a=this.element.parents(":data(ui-droppable)").filter(function(){return e(this).droppable("instance").options.scope===n}),a.length&&(s=e(a[0]).droppable("instance"),s.greedyChild="isover"===r)),s&&"isover"===r&&(s.isover=!1,s.isout=!0,s._out.call(s,i)),this[r]=!0,this["isout"===r?"isover":"isout"]=!1,this["isover"===r?"_over":"_out"].call(this,i),s&&"isout"===r&&(s.isout=!1,s.isover=!0,s._over.call(s,i)))}})},dragStop:function(t,i){t.element.parentsUntil("body").unbind("scroll.droppable"),t.options.refreshPositions||e.ui.ddmanager.prepareOffsets(t,i)}},e.ui.droppable,e.widget("ui.resizable",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"resize",options:{alsoResize:!1,animate:!1,animateDuration:"slow",animateEasing:"swing",aspectRatio:!1,autoHide:!1,containment:!1,ghost:!1,grid:!1,handles:"e,s,se",helper:!1,maxHeight:null,maxWidth:null,minHeight:10,minWidth:10,zIndex:90,resize:null,start:null,stop:null},_num:function(e){return parseInt(e,10)||0},_isNumber:function(e){return!isNaN(parseInt(e,10))},_hasScroll:function(t,i){if("hidden"===e(t).css("overflow"))return!1;var s=i&&"left"===i?"scrollLeft":"scrollTop",n=!1;return t[s]>0?!0:(t[s]=1,n=t[s]>0,t[s]=0,n)},_create:function(){var t,i,s,n,a,o=this,r=this.options;if(this.element.addClass("ui-resizable"),e.extend(this,{_aspectRatio:!!r.aspectRatio,aspectRatio:r.aspectRatio,originalElement:this.element,_proportionallyResizeElements:[],_helper:r.helper||r.ghost||r.animate?r.helper||"ui-resizable-helper":null}),this.element[0].nodeName.match(/^(canvas|textarea|input|select|button|img)$/i)&&(this.element.wrap(e("<div class='ui-wrapper' style='overflow: hidden;'></div>").css({position:this.element.css("position"),width:this.element.outerWidth(),height:this.element.outerHeight(),top:this.element.css("top"),left:this.element.css("left")})),this.element=this.element.parent().data("ui-resizable",this.element.resizable("instance")),this.elementIsWrapper=!0,this.element.css({marginLeft:this.originalElement.css("marginLeft"),marginTop:this.originalElement.css("marginTop"),marginRight:this.originalElement.css("marginRight"),marginBottom:this.originalElement.css("marginBottom")}),this.originalElement.css({marginLeft:0,marginTop:0,marginRight:0,marginBottom:0}),this.originalResizeStyle=this.originalElement.css("resize"),this.originalElement.css("resize","none"),this._proportionallyResizeElements.push(this.originalElement.css({position:"static",zoom:1,display:"block"})),this.originalElement.css({margin:this.originalElement.css("margin")}),this._proportionallyResize()),this.handles=r.handles||(e(".ui-resizable-handle",this.element).length?{n:".ui-resizable-n",e:".ui-resizable-e",s:".ui-resizable-s",w:".ui-resizable-w",se:".ui-resizable-se",sw:".ui-resizable-sw",ne:".ui-resizable-ne",nw:".ui-resizable-nw"}:"e,s,se"),this._handles=e(),this.handles.constructor===String)for("all"===this.handles&&(this.handles="n,e,s,w,se,sw,ne,nw"),t=this.handles.split(","),this.handles={},i=0;t.length>i;i++)s=e.trim(t[i]),a="ui-resizable-"+s,n=e("<div class='ui-resizable-handle "+a+"'></div>"),n.css({zIndex:r.zIndex}),"se"===s&&n.addClass("ui-icon ui-icon-gripsmall-diagonal-se"),this.handles[s]=".ui-resizable-"+s,this.element.append(n);this._renderAxis=function(t){var i,s,n,a;t=t||this.element;for(i in this.handles)this.handles[i].constructor===String?this.handles[i]=this.element.children(this.handles[i]).first().show():(this.handles[i].jquery||this.handles[i].nodeType)&&(this.handles[i]=e(this.handles[i]),this._on(this.handles[i],{mousedown:o._mouseDown})),this.elementIsWrapper&&this.originalElement[0].nodeName.match(/^(textarea|input|select|button)$/i)&&(s=e(this.handles[i],this.element),a=/sw|ne|nw|se|n|s/.test(i)?s.outerHeight():s.outerWidth(),n=["padding",/ne|nw|n/.test(i)?"Top":/se|sw|s/.test(i)?"Bottom":/^e$/.test(i)?"Right":"Left"].join(""),t.css(n,a),this._proportionallyResize()),this._handles=this._handles.add(this.handles[i])},this._renderAxis(this.element),this._handles=this._handles.add(this.element.find(".ui-resizable-handle")),this._handles.disableSelection(),this._handles.mouseover(function(){o.resizing||(this.className&&(n=this.className.match(/ui-resizable-(se|sw|ne|nw|n|e|s|w)/i)),o.axis=n&&n[1]?n[1]:"se")}),r.autoHide&&(this._handles.hide(),e(this.element).addClass("ui-resizable-autohide").mouseenter(function(){r.disabled||(e(this).removeClass("ui-resizable-autohide"),o._handles.show())}).mouseleave(function(){r.disabled||o.resizing||(e(this).addClass("ui-resizable-autohide"),o._handles.hide())})),this._mouseInit()},_destroy:function(){this._mouseDestroy();var t,i=function(t){e(t).removeClass("ui-resizable ui-resizable-disabled ui-resizable-resizing").removeData("resizable").removeData("ui-resizable").unbind(".resizable").find(".ui-resizable-handle").remove()};return this.elementIsWrapper&&(i(this.element),t=this.element,this.originalElement.css({position:t.css("position"),width:t.outerWidth(),height:t.outerHeight(),top:t.css("top"),left:t.css("left")}).insertAfter(t),t.remove()),this.originalElement.css("resize",this.originalResizeStyle),i(this.originalElement),this},_mouseCapture:function(t){var i,s,n=!1;for(i in this.handles)s=e(this.handles[i])[0],(s===t.target||e.contains(s,t.target))&&(n=!0);return!this.options.disabled&&n},_mouseStart:function(t){var i,s,n,a=this.options,o=this.element;return this.resizing=!0,this._renderProxy(),i=this._num(this.helper.css("left")),s=this._num(this.helper.css("top")),a.containment&&(i+=e(a.containment).scrollLeft()||0,s+=e(a.containment).scrollTop()||0),this.offset=this.helper.offset(),this.position={left:i,top:s},this.size=this._helper?{width:this.helper.width(),height:this.helper.height()}:{width:o.width(),height:o.height()},this.originalSize=this._helper?{width:o.outerWidth(),height:o.outerHeight()}:{width:o.width(),height:o.height()},this.sizeDiff={width:o.outerWidth()-o.width(),height:o.outerHeight()-o.height()},this.originalPosition={left:i,top:s},this.originalMousePosition={left:t.pageX,top:t.pageY},this.aspectRatio="number"==typeof a.aspectRatio?a.aspectRatio:this.originalSize.width/this.originalSize.height||1,n=e(".ui-resizable-"+this.axis).css("cursor"),e("body").css("cursor","auto"===n?this.axis+"-resize":n),o.addClass("ui-resizable-resizing"),this._propagate("start",t),!0},_mouseDrag:function(t){var i,s,n=this.originalMousePosition,a=this.axis,o=t.pageX-n.left||0,r=t.pageY-n.top||0,h=this._change[a];return this._updatePrevProperties(),h?(i=h.apply(this,[t,o,r]),this._updateVirtualBoundaries(t.shiftKey),(this._aspectRatio||t.shiftKey)&&(i=this._updateRatio(i,t)),i=this._respectSize(i,t),this._updateCache(i),this._propagate("resize",t),s=this._applyChanges(),!this._helper&&this._proportionallyResizeElements.length&&this._proportionallyResize(),e.isEmptyObject(s)||(this._updatePrevProperties(),this._trigger("resize",t,this.ui()),this._applyChanges()),!1):!1},_mouseStop:function(t){this.resizing=!1;var i,s,n,a,o,r,h,l=this.options,u=this;return this._helper&&(i=this._proportionallyResizeElements,s=i.length&&/textarea/i.test(i[0].nodeName),n=s&&this._hasScroll(i[0],"left")?0:u.sizeDiff.height,a=s?0:u.sizeDiff.width,o={width:u.helper.width()-a,height:u.helper.height()-n},r=parseInt(u.element.css("left"),10)+(u.position.left-u.originalPosition.left)||null,h=parseInt(u.element.css("top"),10)+(u.position.top-u.originalPosition.top)||null,l.animate||this.element.css(e.extend(o,{top:h,left:r})),u.helper.height(u.size.height),u.helper.width(u.size.width),this._helper&&!l.animate&&this._proportionallyResize()),e("body").css("cursor","auto"),this.element.removeClass("ui-resizable-resizing"),this._propagate("stop",t),this._helper&&this.helper.remove(),!1},_updatePrevProperties:function(){this.prevPosition={top:this.position.top,left:this.position.left},this.prevSize={width:this.size.width,height:this.size.height}},_applyChanges:function(){var e={};return this.position.top!==this.prevPosition.top&&(e.top=this.position.top+"px"),this.position.left!==this.prevPosition.left&&(e.left=this.position.left+"px"),this.size.width!==this.prevSize.width&&(e.width=this.size.width+"px"),this.size.height!==this.prevSize.height&&(e.height=this.size.height+"px"),this.helper.css(e),e},_updateVirtualBoundaries:function(e){var t,i,s,n,a,o=this.options;a={minWidth:this._isNumber(o.minWidth)?o.minWidth:0,maxWidth:this._isNumber(o.maxWidth)?o.maxWidth:1/0,minHeight:this._isNumber(o.minHeight)?o.minHeight:0,maxHeight:this._isNumber(o.maxHeight)?o.maxHeight:1/0},(this._aspectRatio||e)&&(t=a.minHeight*this.aspectRatio,s=a.minWidth/this.aspectRatio,i=a.maxHeight*this.aspectRatio,n=a.maxWidth/this.aspectRatio,t>a.minWidth&&(a.minWidth=t),s>a.minHeight&&(a.minHeight=s),a.maxWidth>i&&(a.maxWidth=i),a.maxHeight>n&&(a.maxHeight=n)),this._vBoundaries=a},_updateCache:function(e){this.offset=this.helper.offset(),this._isNumber(e.left)&&(this.position.left=e.left),this._isNumber(e.top)&&(this.position.top=e.top),this._isNumber(e.height)&&(this.size.height=e.height),this._isNumber(e.width)&&(this.size.width=e.width)},_updateRatio:function(e){var t=this.position,i=this.size,s=this.axis;return this._isNumber(e.height)?e.width=e.height*this.aspectRatio:this._isNumber(e.width)&&(e.height=e.width/this.aspectRatio),"sw"===s&&(e.left=t.left+(i.width-e.width),e.top=null),"nw"===s&&(e.top=t.top+(i.height-e.height),e.left=t.left+(i.width-e.width)),e},_respectSize:function(e){var t=this._vBoundaries,i=this.axis,s=this._isNumber(e.width)&&t.maxWidth&&t.maxWidth<e.width,n=this._isNumber(e.height)&&t.maxHeight&&t.maxHeight<e.height,a=this._isNumber(e.width)&&t.minWidth&&t.minWidth>e.width,o=this._isNumber(e.height)&&t.minHeight&&t.minHeight>e.height,r=this.originalPosition.left+this.originalSize.width,h=this.position.top+this.size.height,l=/sw|nw|w/.test(i),u=/nw|ne|n/.test(i);return a&&(e.width=t.minWidth),o&&(e.height=t.minHeight),s&&(e.width=t.maxWidth),n&&(e.height=t.maxHeight),a&&l&&(e.left=r-t.minWidth),s&&l&&(e.left=r-t.maxWidth),o&&u&&(e.top=h-t.minHeight),n&&u&&(e.top=h-t.maxHeight),e.width||e.height||e.left||!e.top?e.width||e.height||e.top||!e.left||(e.left=null):e.top=null,e},_getPaddingPlusBorderDimensions:function(e){for(var t=0,i=[],s=[e.css("borderTopWidth"),e.css("borderRightWidth"),e.css("borderBottomWidth"),e.css("borderLeftWidth")],n=[e.css("paddingTop"),e.css("paddingRight"),e.css("paddingBottom"),e.css("paddingLeft")];4>t;t++)i[t]=parseInt(s[t],10)||0,i[t]+=parseInt(n[t],10)||0;return{height:i[0]+i[2],width:i[1]+i[3]}},_proportionallyResize:function(){if(this._proportionallyResizeElements.length)for(var e,t=0,i=this.helper||this.element;this._proportionallyResizeElements.length>t;t++)e=this._proportionallyResizeElements[t],this.outerDimensions||(this.outerDimensions=this._getPaddingPlusBorderDimensions(e)),e.css({height:i.height()-this.outerDimensions.height||0,width:i.width()-this.outerDimensions.width||0})},_renderProxy:function(){var t=this.element,i=this.options;this.elementOffset=t.offset(),this._helper?(this.helper=this.helper||e("<div style='overflow:hidden;'></div>"),this.helper.addClass(this._helper).css({width:this.element.outerWidth()-1,height:this.element.outerHeight()-1,position:"absolute",left:this.elementOffset.left+"px",top:this.elementOffset.top+"px",zIndex:++i.zIndex}),this.helper.appendTo("body").disableSelection()):this.helper=this.element},_change:{e:function(e,t){return{width:this.originalSize.width+t}},w:function(e,t){var i=this.originalSize,s=this.originalPosition;return{left:s.left+t,width:i.width-t}},n:function(e,t,i){var s=this.originalSize,n=this.originalPosition;return{top:n.top+i,height:s.height-i}},s:function(e,t,i){return{height:this.originalSize.height+i}},se:function(t,i,s){return e.extend(this._change.s.apply(this,arguments),this._change.e.apply(this,[t,i,s]))},sw:function(t,i,s){return e.extend(this._change.s.apply(this,arguments),this._change.w.apply(this,[t,i,s]))},ne:function(t,i,s){return e.extend(this._change.n.apply(this,arguments),this._change.e.apply(this,[t,i,s]))},nw:function(t,i,s){return e.extend(this._change.n.apply(this,arguments),this._change.w.apply(this,[t,i,s]))}},_propagate:function(t,i){e.ui.plugin.call(this,t,[i,this.ui()]),"resize"!==t&&this._trigger(t,i,this.ui())},plugins:{},ui:function(){return{originalElement:this.originalElement,element:this.element,helper:this.helper,position:this.position,size:this.size,originalSize:this.originalSize,originalPosition:this.originalPosition}}}),e.ui.plugin.add("resizable","animate",{stop:function(t){var i=e(this).resizable("instance"),s=i.options,n=i._proportionallyResizeElements,a=n.length&&/textarea/i.test(n[0].nodeName),o=a&&i._hasScroll(n[0],"left")?0:i.sizeDiff.height,r=a?0:i.sizeDiff.width,h={width:i.size.width-r,height:i.size.height-o},l=parseInt(i.element.css("left"),10)+(i.position.left-i.originalPosition.left)||null,u=parseInt(i.element.css("top"),10)+(i.position.top-i.originalPosition.top)||null;i.element.animate(e.extend(h,u&&l?{top:u,left:l}:{}),{duration:s.animateDuration,easing:s.animateEasing,step:function(){var s={width:parseInt(i.element.css("width"),10),height:parseInt(i.element.css("height"),10),top:parseInt(i.element.css("top"),10),left:parseInt(i.element.css("left"),10)};n&&n.length&&e(n[0]).css({width:s.width,height:s.height}),i._updateCache(s),i._propagate("resize",t)}})}}),e.ui.plugin.add("resizable","containment",{start:function(){var t,i,s,n,a,o,r,h=e(this).resizable("instance"),l=h.options,u=h.element,d=l.containment,c=d instanceof e?d.get(0):/parent/.test(d)?u.parent().get(0):d;c&&(h.containerElement=e(c),/document/.test(d)||d===document?(h.containerOffset={left:0,top:0},h.containerPosition={left:0,top:0},h.parentData={element:e(document),left:0,top:0,width:e(document).width(),height:e(document).height()||document.body.parentNode.scrollHeight}):(t=e(c),i=[],e(["Top","Right","Left","Bottom"]).each(function(e,s){i[e]=h._num(t.css("padding"+s))}),h.containerOffset=t.offset(),h.containerPosition=t.position(),h.containerSize={height:t.innerHeight()-i[3],width:t.innerWidth()-i[1]},s=h.containerOffset,n=h.containerSize.height,a=h.containerSize.width,o=h._hasScroll(c,"left")?c.scrollWidth:a,r=h._hasScroll(c)?c.scrollHeight:n,h.parentData={element:c,left:s.left,top:s.top,width:o,height:r}))},resize:function(t){var i,s,n,a,o=e(this).resizable("instance"),r=o.options,h=o.containerOffset,l=o.position,u=o._aspectRatio||t.shiftKey,d={top:0,left:0},c=o.containerElement,p=!0;c[0]!==document&&/static/.test(c.css("position"))&&(d=h),l.left<(o._helper?h.left:0)&&(o.size.width=o.size.width+(o._helper?o.position.left-h.left:o.position.left-d.left),u&&(o.size.height=o.size.width/o.aspectRatio,p=!1),o.position.left=r.helper?h.left:0),l.top<(o._helper?h.top:0)&&(o.size.height=o.size.height+(o._helper?o.position.top-h.top:o.position.top),u&&(o.size.width=o.size.height*o.aspectRatio,p=!1),o.position.top=o._helper?h.top:0),n=o.containerElement.get(0)===o.element.parent().get(0),a=/relative|absolute/.test(o.containerElement.css("position")),n&&a?(o.offset.left=o.parentData.left+o.position.left,o.offset.top=o.parentData.top+o.position.top):(o.offset.left=o.element.offset().left,o.offset.top=o.element.offset().top),i=Math.abs(o.sizeDiff.width+(o._helper?o.offset.left-d.left:o.offset.left-h.left)),s=Math.abs(o.sizeDiff.height+(o._helper?o.offset.top-d.top:o.offset.top-h.top)),i+o.size.width>=o.parentData.width&&(o.size.width=o.parentData.width-i,u&&(o.size.height=o.size.width/o.aspectRatio,p=!1)),s+o.size.height>=o.parentData.height&&(o.size.height=o.parentData.height-s,u&&(o.size.width=o.size.height*o.aspectRatio,p=!1)),p||(o.position.left=o.prevPosition.left,o.position.top=o.prevPosition.top,o.size.width=o.prevSize.width,o.size.height=o.prevSize.height)},stop:function(){var t=e(this).resizable("instance"),i=t.options,s=t.containerOffset,n=t.containerPosition,a=t.containerElement,o=e(t.helper),r=o.offset(),h=o.outerWidth()-t.sizeDiff.width,l=o.outerHeight()-t.sizeDiff.height;t._helper&&!i.animate&&/relative/.test(a.css("position"))&&e(this).css({left:r.left-n.left-s.left,width:h,height:l}),t._helper&&!i.animate&&/static/.test(a.css("position"))&&e(this).css({left:r.left-n.left-s.left,width:h,height:l})}}),e.ui.plugin.add("resizable","alsoResize",{start:function(){var t=e(this).resizable("instance"),i=t.options;e(i.alsoResize).each(function(){var t=e(this);t.data("ui-resizable-alsoresize",{width:parseInt(t.width(),10),height:parseInt(t.height(),10),left:parseInt(t.css("left"),10),top:parseInt(t.css("top"),10)})})},resize:function(t,i){var s=e(this).resizable("instance"),n=s.options,a=s.originalSize,o=s.originalPosition,r={height:s.size.height-a.height||0,width:s.size.width-a.width||0,top:s.position.top-o.top||0,left:s.position.left-o.left||0};e(n.alsoResize).each(function(){var t=e(this),s=e(this).data("ui-resizable-alsoresize"),n={},a=t.parents(i.originalElement[0]).length?["width","height"]:["width","height","top","left"];e.each(a,function(e,t){var i=(s[t]||0)+(r[t]||0);i&&i>=0&&(n[t]=i||null)}),t.css(n)})},stop:function(){e(this).removeData("resizable-alsoresize")}}),e.ui.plugin.add("resizable","ghost",{start:function(){var t=e(this).resizable("instance"),i=t.options,s=t.size;t.ghost=t.originalElement.clone(),t.ghost.css({opacity:.25,display:"block",position:"relative",height:s.height,width:s.width,margin:0,left:0,top:0}).addClass("ui-resizable-ghost").addClass("string"==typeof i.ghost?i.ghost:""),t.ghost.appendTo(t.helper)},resize:function(){var t=e(this).resizable("instance");t.ghost&&t.ghost.css({position:"relative",height:t.size.height,width:t.size.width})},stop:function(){var t=e(this).resizable("instance");t.ghost&&t.helper&&t.helper.get(0).removeChild(t.ghost.get(0))}}),e.ui.plugin.add("resizable","grid",{resize:function(){var t,i=e(this).resizable("instance"),s=i.options,n=i.size,a=i.originalSize,o=i.originalPosition,r=i.axis,h="number"==typeof s.grid?[s.grid,s.grid]:s.grid,l=h[0]||1,u=h[1]||1,d=Math.round((n.width-a.width)/l)*l,c=Math.round((n.height-a.height)/u)*u,p=a.width+d,f=a.height+c,m=s.maxWidth&&p>s.maxWidth,g=s.maxHeight&&f>s.maxHeight,v=s.minWidth&&s.minWidth>p,y=s.minHeight&&s.minHeight>f;s.grid=h,v&&(p+=l),y&&(f+=u),m&&(p-=l),g&&(f-=u),/^(se|s|e)$/.test(r)?(i.size.width=p,i.size.height=f):/^(ne)$/.test(r)?(i.size.width=p,i.size.height=f,i.position.top=o.top-c):/^(sw)$/.test(r)?(i.size.width=p,i.size.height=f,i.position.left=o.left-d):((0>=f-u||0>=p-l)&&(t=i._getPaddingPlusBorderDimensions(this)),f-u>0?(i.size.height=f,i.position.top=o.top-c):(f=u-t.height,i.size.height=f,i.position.top=o.top+a.height-f),p-l>0?(i.size.width=p,i.position.left=o.left-d):(p=l-t.width,i.size.width=p,i.position.left=o.left+a.width-p))}}),e.ui.resizable,e.widget("ui.selectable",e.ui.mouse,{version:"1.11.4",options:{appendTo:"body",autoRefresh:!0,distance:0,filter:"*",tolerance:"touch",selected:null,selecting:null,start:null,stop:null,unselected:null,unselecting:null},_create:function(){var t,i=this;this.element.addClass("ui-selectable"),this.dragged=!1,this.refresh=function(){t=e(i.options.filter,i.element[0]),t.addClass("ui-selectee"),t.each(function(){var t=e(this),i=t.offset();e.data(this,"selectable-item",{element:this,$element:t,left:i.left,top:i.top,right:i.left+t.outerWidth(),bottom:i.top+t.outerHeight(),startselected:!1,selected:t.hasClass("ui-selected"),selecting:t.hasClass("ui-selecting"),unselecting:t.hasClass("ui-unselecting")})})},this.refresh(),this.selectees=t.addClass("ui-selectee"),this._mouseInit(),this.helper=e("<div class='ui-selectable-helper'></div>")},_destroy:function(){this.selectees.removeClass("ui-selectee").removeData("selectable-item"),this.element.removeClass("ui-selectable ui-selectable-disabled"),this._mouseDestroy()},_mouseStart:function(t){var i=this,s=this.options;this.opos=[t.pageX,t.pageY],this.options.disabled||(this.selectees=e(s.filter,this.element[0]),this._trigger("start",t),e(s.appendTo).append(this.helper),this.helper.css({left:t.pageX,top:t.pageY,width:0,height:0}),s.autoRefresh&&this.refresh(),this.selectees.filter(".ui-selected").each(function(){var s=e.data(this,"selectable-item");s.startselected=!0,t.metaKey||t.ctrlKey||(s.$element.removeClass("ui-selected"),s.selected=!1,s.$element.addClass("ui-unselecting"),s.unselecting=!0,i._trigger("unselecting",t,{unselecting:s.element}))}),e(t.target).parents().addBack().each(function(){var s,n=e.data(this,"selectable-item");return n?(s=!t.metaKey&&!t.ctrlKey||!n.$element.hasClass("ui-selected"),n.$element.removeClass(s?"ui-unselecting":"ui-selected").addClass(s?"ui-selecting":"ui-unselecting"),n.unselecting=!s,n.selecting=s,n.selected=s,s?i._trigger("selecting",t,{selecting:n.element}):i._trigger("unselecting",t,{unselecting:n.element}),!1):void 0}))},_mouseDrag:function(t){if(this.dragged=!0,!this.options.disabled){var i,s=this,n=this.options,a=this.opos[0],o=this.opos[1],r=t.pageX,h=t.pageY;return a>r&&(i=r,r=a,a=i),o>h&&(i=h,h=o,o=i),this.helper.css({left:a,top:o,width:r-a,height:h-o}),this.selectees.each(function(){var i=e.data(this,"selectable-item"),l=!1;
i&&i.element!==s.element[0]&&("touch"===n.tolerance?l=!(i.left>r||a>i.right||i.top>h||o>i.bottom):"fit"===n.tolerance&&(l=i.left>a&&r>i.right&&i.top>o&&h>i.bottom),l?(i.selected&&(i.$element.removeClass("ui-selected"),i.selected=!1),i.unselecting&&(i.$element.removeClass("ui-unselecting"),i.unselecting=!1),i.selecting||(i.$element.addClass("ui-selecting"),i.selecting=!0,s._trigger("selecting",t,{selecting:i.element}))):(i.selecting&&((t.metaKey||t.ctrlKey)&&i.startselected?(i.$element.removeClass("ui-selecting"),i.selecting=!1,i.$element.addClass("ui-selected"),i.selected=!0):(i.$element.removeClass("ui-selecting"),i.selecting=!1,i.startselected&&(i.$element.addClass("ui-unselecting"),i.unselecting=!0),s._trigger("unselecting",t,{unselecting:i.element}))),i.selected&&(t.metaKey||t.ctrlKey||i.startselected||(i.$element.removeClass("ui-selected"),i.selected=!1,i.$element.addClass("ui-unselecting"),i.unselecting=!0,s._trigger("unselecting",t,{unselecting:i.element})))))}),!1}},_mouseStop:function(t){var i=this;return this.dragged=!1,e(".ui-unselecting",this.element[0]).each(function(){var s=e.data(this,"selectable-item");s.$element.removeClass("ui-unselecting"),s.unselecting=!1,s.startselected=!1,i._trigger("unselected",t,{unselected:s.element})}),e(".ui-selecting",this.element[0]).each(function(){var s=e.data(this,"selectable-item");s.$element.removeClass("ui-selecting").addClass("ui-selected"),s.selecting=!1,s.selected=!0,s.startselected=!0,i._trigger("selected",t,{selected:s.element})}),this._trigger("stop",t),this.helper.remove(),!1}}),e.widget("ui.sortable",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"sort",ready:!1,options:{appendTo:"parent",axis:!1,connectWith:!1,containment:!1,cursor:"auto",cursorAt:!1,dropOnEmpty:!0,forcePlaceholderSize:!1,forceHelperSize:!1,grid:!1,handle:!1,helper:"original",items:"> *",opacity:!1,placeholder:!1,revert:!1,scroll:!0,scrollSensitivity:20,scrollSpeed:20,scope:"default",tolerance:"intersect",zIndex:1e3,activate:null,beforeStop:null,change:null,deactivate:null,out:null,over:null,receive:null,remove:null,sort:null,start:null,stop:null,update:null},_isOverAxis:function(e,t,i){return e>=t&&t+i>e},_isFloating:function(e){return/left|right/.test(e.css("float"))||/inline|table-cell/.test(e.css("display"))},_create:function(){this.containerCache={},this.element.addClass("ui-sortable"),this.refresh(),this.offset=this.element.offset(),this._mouseInit(),this._setHandleClassName(),this.ready=!0},_setOption:function(e,t){this._super(e,t),"handle"===e&&this._setHandleClassName()},_setHandleClassName:function(){this.element.find(".ui-sortable-handle").removeClass("ui-sortable-handle"),e.each(this.items,function(){(this.instance.options.handle?this.item.find(this.instance.options.handle):this.item).addClass("ui-sortable-handle")})},_destroy:function(){this.element.removeClass("ui-sortable ui-sortable-disabled").find(".ui-sortable-handle").removeClass("ui-sortable-handle"),this._mouseDestroy();for(var e=this.items.length-1;e>=0;e--)this.items[e].item.removeData(this.widgetName+"-item");return this},_mouseCapture:function(t,i){var s=null,n=!1,a=this;return this.reverting?!1:this.options.disabled||"static"===this.options.type?!1:(this._refreshItems(t),e(t.target).parents().each(function(){return e.data(this,a.widgetName+"-item")===a?(s=e(this),!1):void 0}),e.data(t.target,a.widgetName+"-item")===a&&(s=e(t.target)),s?!this.options.handle||i||(e(this.options.handle,s).find("*").addBack().each(function(){this===t.target&&(n=!0)}),n)?(this.currentItem=s,this._removeCurrentsFromItems(),!0):!1:!1)},_mouseStart:function(t,i,s){var n,a,o=this.options;if(this.currentContainer=this,this.refreshPositions(),this.helper=this._createHelper(t),this._cacheHelperProportions(),this._cacheMargins(),this.scrollParent=this.helper.scrollParent(),this.offset=this.currentItem.offset(),this.offset={top:this.offset.top-this.margins.top,left:this.offset.left-this.margins.left},e.extend(this.offset,{click:{left:t.pageX-this.offset.left,top:t.pageY-this.offset.top},parent:this._getParentOffset(),relative:this._getRelativeOffset()}),this.helper.css("position","absolute"),this.cssPosition=this.helper.css("position"),this.originalPosition=this._generatePosition(t),this.originalPageX=t.pageX,this.originalPageY=t.pageY,o.cursorAt&&this._adjustOffsetFromHelper(o.cursorAt),this.domPosition={prev:this.currentItem.prev()[0],parent:this.currentItem.parent()[0]},this.helper[0]!==this.currentItem[0]&&this.currentItem.hide(),this._createPlaceholder(),o.containment&&this._setContainment(),o.cursor&&"auto"!==o.cursor&&(a=this.document.find("body"),this.storedCursor=a.css("cursor"),a.css("cursor",o.cursor),this.storedStylesheet=e("<style>*{ cursor: "+o.cursor+" !important; }</style>").appendTo(a)),o.opacity&&(this.helper.css("opacity")&&(this._storedOpacity=this.helper.css("opacity")),this.helper.css("opacity",o.opacity)),o.zIndex&&(this.helper.css("zIndex")&&(this._storedZIndex=this.helper.css("zIndex")),this.helper.css("zIndex",o.zIndex)),this.scrollParent[0]!==this.document[0]&&"HTML"!==this.scrollParent[0].tagName&&(this.overflowOffset=this.scrollParent.offset()),this._trigger("start",t,this._uiHash()),this._preserveHelperProportions||this._cacheHelperProportions(),!s)for(n=this.containers.length-1;n>=0;n--)this.containers[n]._trigger("activate",t,this._uiHash(this));return e.ui.ddmanager&&(e.ui.ddmanager.current=this),e.ui.ddmanager&&!o.dropBehaviour&&e.ui.ddmanager.prepareOffsets(this,t),this.dragging=!0,this.helper.addClass("ui-sortable-helper"),this._mouseDrag(t),!0},_mouseDrag:function(t){var i,s,n,a,o=this.options,r=!1;for(this.position=this._generatePosition(t),this.positionAbs=this._convertPositionTo("absolute"),this.lastPositionAbs||(this.lastPositionAbs=this.positionAbs),this.options.scroll&&(this.scrollParent[0]!==this.document[0]&&"HTML"!==this.scrollParent[0].tagName?(this.overflowOffset.top+this.scrollParent[0].offsetHeight-t.pageY<o.scrollSensitivity?this.scrollParent[0].scrollTop=r=this.scrollParent[0].scrollTop+o.scrollSpeed:t.pageY-this.overflowOffset.top<o.scrollSensitivity&&(this.scrollParent[0].scrollTop=r=this.scrollParent[0].scrollTop-o.scrollSpeed),this.overflowOffset.left+this.scrollParent[0].offsetWidth-t.pageX<o.scrollSensitivity?this.scrollParent[0].scrollLeft=r=this.scrollParent[0].scrollLeft+o.scrollSpeed:t.pageX-this.overflowOffset.left<o.scrollSensitivity&&(this.scrollParent[0].scrollLeft=r=this.scrollParent[0].scrollLeft-o.scrollSpeed)):(t.pageY-this.document.scrollTop()<o.scrollSensitivity?r=this.document.scrollTop(this.document.scrollTop()-o.scrollSpeed):this.window.height()-(t.pageY-this.document.scrollTop())<o.scrollSensitivity&&(r=this.document.scrollTop(this.document.scrollTop()+o.scrollSpeed)),t.pageX-this.document.scrollLeft()<o.scrollSensitivity?r=this.document.scrollLeft(this.document.scrollLeft()-o.scrollSpeed):this.window.width()-(t.pageX-this.document.scrollLeft())<o.scrollSensitivity&&(r=this.document.scrollLeft(this.document.scrollLeft()+o.scrollSpeed))),r!==!1&&e.ui.ddmanager&&!o.dropBehaviour&&e.ui.ddmanager.prepareOffsets(this,t)),this.positionAbs=this._convertPositionTo("absolute"),this.options.axis&&"y"===this.options.axis||(this.helper[0].style.left=this.position.left+"px"),this.options.axis&&"x"===this.options.axis||(this.helper[0].style.top=this.position.top+"px"),i=this.items.length-1;i>=0;i--)if(s=this.items[i],n=s.item[0],a=this._intersectsWithPointer(s),a&&s.instance===this.currentContainer&&n!==this.currentItem[0]&&this.placeholder[1===a?"next":"prev"]()[0]!==n&&!e.contains(this.placeholder[0],n)&&("semi-dynamic"===this.options.type?!e.contains(this.element[0],n):!0)){if(this.direction=1===a?"down":"up","pointer"!==this.options.tolerance&&!this._intersectsWithSides(s))break;this._rearrange(t,s),this._trigger("change",t,this._uiHash());break}return this._contactContainers(t),e.ui.ddmanager&&e.ui.ddmanager.drag(this,t),this._trigger("sort",t,this._uiHash()),this.lastPositionAbs=this.positionAbs,!1},_mouseStop:function(t,i){if(t){if(e.ui.ddmanager&&!this.options.dropBehaviour&&e.ui.ddmanager.drop(this,t),this.options.revert){var s=this,n=this.placeholder.offset(),a=this.options.axis,o={};a&&"x"!==a||(o.left=n.left-this.offset.parent.left-this.margins.left+(this.offsetParent[0]===this.document[0].body?0:this.offsetParent[0].scrollLeft)),a&&"y"!==a||(o.top=n.top-this.offset.parent.top-this.margins.top+(this.offsetParent[0]===this.document[0].body?0:this.offsetParent[0].scrollTop)),this.reverting=!0,e(this.helper).animate(o,parseInt(this.options.revert,10)||500,function(){s._clear(t)})}else this._clear(t,i);return!1}},cancel:function(){if(this.dragging){this._mouseUp({target:null}),"original"===this.options.helper?this.currentItem.css(this._storedCSS).removeClass("ui-sortable-helper"):this.currentItem.show();for(var t=this.containers.length-1;t>=0;t--)this.containers[t]._trigger("deactivate",null,this._uiHash(this)),this.containers[t].containerCache.over&&(this.containers[t]._trigger("out",null,this._uiHash(this)),this.containers[t].containerCache.over=0)}return this.placeholder&&(this.placeholder[0].parentNode&&this.placeholder[0].parentNode.removeChild(this.placeholder[0]),"original"!==this.options.helper&&this.helper&&this.helper[0].parentNode&&this.helper.remove(),e.extend(this,{helper:null,dragging:!1,reverting:!1,_noFinalSort:null}),this.domPosition.prev?e(this.domPosition.prev).after(this.currentItem):e(this.domPosition.parent).prepend(this.currentItem)),this},serialize:function(t){var i=this._getItemsAsjQuery(t&&t.connected),s=[];return t=t||{},e(i).each(function(){var i=(e(t.item||this).attr(t.attribute||"id")||"").match(t.expression||/(.+)[\-=_](.+)/);i&&s.push((t.key||i[1]+"[]")+"="+(t.key&&t.expression?i[1]:i[2]))}),!s.length&&t.key&&s.push(t.key+"="),s.join("&")},toArray:function(t){var i=this._getItemsAsjQuery(t&&t.connected),s=[];return t=t||{},i.each(function(){s.push(e(t.item||this).attr(t.attribute||"id")||"")}),s},_intersectsWith:function(e){var t=this.positionAbs.left,i=t+this.helperProportions.width,s=this.positionAbs.top,n=s+this.helperProportions.height,a=e.left,o=a+e.width,r=e.top,h=r+e.height,l=this.offset.click.top,u=this.offset.click.left,d="x"===this.options.axis||s+l>r&&h>s+l,c="y"===this.options.axis||t+u>a&&o>t+u,p=d&&c;return"pointer"===this.options.tolerance||this.options.forcePointerForContainers||"pointer"!==this.options.tolerance&&this.helperProportions[this.floating?"width":"height"]>e[this.floating?"width":"height"]?p:t+this.helperProportions.width/2>a&&o>i-this.helperProportions.width/2&&s+this.helperProportions.height/2>r&&h>n-this.helperProportions.height/2},_intersectsWithPointer:function(e){var t="x"===this.options.axis||this._isOverAxis(this.positionAbs.top+this.offset.click.top,e.top,e.height),i="y"===this.options.axis||this._isOverAxis(this.positionAbs.left+this.offset.click.left,e.left,e.width),s=t&&i,n=this._getDragVerticalDirection(),a=this._getDragHorizontalDirection();return s?this.floating?a&&"right"===a||"down"===n?2:1:n&&("down"===n?2:1):!1},_intersectsWithSides:function(e){var t=this._isOverAxis(this.positionAbs.top+this.offset.click.top,e.top+e.height/2,e.height),i=this._isOverAxis(this.positionAbs.left+this.offset.click.left,e.left+e.width/2,e.width),s=this._getDragVerticalDirection(),n=this._getDragHorizontalDirection();return this.floating&&n?"right"===n&&i||"left"===n&&!i:s&&("down"===s&&t||"up"===s&&!t)},_getDragVerticalDirection:function(){var e=this.positionAbs.top-this.lastPositionAbs.top;return 0!==e&&(e>0?"down":"up")},_getDragHorizontalDirection:function(){var e=this.positionAbs.left-this.lastPositionAbs.left;return 0!==e&&(e>0?"right":"left")},refresh:function(e){return this._refreshItems(e),this._setHandleClassName(),this.refreshPositions(),this},_connectWith:function(){var e=this.options;return e.connectWith.constructor===String?[e.connectWith]:e.connectWith},_getItemsAsjQuery:function(t){function i(){r.push(this)}var s,n,a,o,r=[],h=[],l=this._connectWith();if(l&&t)for(s=l.length-1;s>=0;s--)for(a=e(l[s],this.document[0]),n=a.length-1;n>=0;n--)o=e.data(a[n],this.widgetFullName),o&&o!==this&&!o.options.disabled&&h.push([e.isFunction(o.options.items)?o.options.items.call(o.element):e(o.options.items,o.element).not(".ui-sortable-helper").not(".ui-sortable-placeholder"),o]);for(h.push([e.isFunction(this.options.items)?this.options.items.call(this.element,null,{options:this.options,item:this.currentItem}):e(this.options.items,this.element).not(".ui-sortable-helper").not(".ui-sortable-placeholder"),this]),s=h.length-1;s>=0;s--)h[s][0].each(i);return e(r)},_removeCurrentsFromItems:function(){var t=this.currentItem.find(":data("+this.widgetName+"-item)");this.items=e.grep(this.items,function(e){for(var i=0;t.length>i;i++)if(t[i]===e.item[0])return!1;return!0})},_refreshItems:function(t){this.items=[],this.containers=[this];var i,s,n,a,o,r,h,l,u=this.items,d=[[e.isFunction(this.options.items)?this.options.items.call(this.element[0],t,{item:this.currentItem}):e(this.options.items,this.element),this]],c=this._connectWith();if(c&&this.ready)for(i=c.length-1;i>=0;i--)for(n=e(c[i],this.document[0]),s=n.length-1;s>=0;s--)a=e.data(n[s],this.widgetFullName),a&&a!==this&&!a.options.disabled&&(d.push([e.isFunction(a.options.items)?a.options.items.call(a.element[0],t,{item:this.currentItem}):e(a.options.items,a.element),a]),this.containers.push(a));for(i=d.length-1;i>=0;i--)for(o=d[i][1],r=d[i][0],s=0,l=r.length;l>s;s++)h=e(r[s]),h.data(this.widgetName+"-item",o),u.push({item:h,instance:o,width:0,height:0,left:0,top:0})},refreshPositions:function(t){this.floating=this.items.length?"x"===this.options.axis||this._isFloating(this.items[0].item):!1,this.offsetParent&&this.helper&&(this.offset.parent=this._getParentOffset());var i,s,n,a;for(i=this.items.length-1;i>=0;i--)s=this.items[i],s.instance!==this.currentContainer&&this.currentContainer&&s.item[0]!==this.currentItem[0]||(n=this.options.toleranceElement?e(this.options.toleranceElement,s.item):s.item,t||(s.width=n.outerWidth(),s.height=n.outerHeight()),a=n.offset(),s.left=a.left,s.top=a.top);if(this.options.custom&&this.options.custom.refreshContainers)this.options.custom.refreshContainers.call(this);else for(i=this.containers.length-1;i>=0;i--)a=this.containers[i].element.offset(),this.containers[i].containerCache.left=a.left,this.containers[i].containerCache.top=a.top,this.containers[i].containerCache.width=this.containers[i].element.outerWidth(),this.containers[i].containerCache.height=this.containers[i].element.outerHeight();return this},_createPlaceholder:function(t){t=t||this;var i,s=t.options;s.placeholder&&s.placeholder.constructor!==String||(i=s.placeholder,s.placeholder={element:function(){var s=t.currentItem[0].nodeName.toLowerCase(),n=e("<"+s+">",t.document[0]).addClass(i||t.currentItem[0].className+" ui-sortable-placeholder").removeClass("ui-sortable-helper");return"tbody"===s?t._createTrPlaceholder(t.currentItem.find("tr").eq(0),e("<tr>",t.document[0]).appendTo(n)):"tr"===s?t._createTrPlaceholder(t.currentItem,n):"img"===s&&n.attr("src",t.currentItem.attr("src")),i||n.css("visibility","hidden"),n},update:function(e,n){(!i||s.forcePlaceholderSize)&&(n.height()||n.height(t.currentItem.innerHeight()-parseInt(t.currentItem.css("paddingTop")||0,10)-parseInt(t.currentItem.css("paddingBottom")||0,10)),n.width()||n.width(t.currentItem.innerWidth()-parseInt(t.currentItem.css("paddingLeft")||0,10)-parseInt(t.currentItem.css("paddingRight")||0,10)))}}),t.placeholder=e(s.placeholder.element.call(t.element,t.currentItem)),t.currentItem.after(t.placeholder),s.placeholder.update(t,t.placeholder)},_createTrPlaceholder:function(t,i){var s=this;t.children().each(function(){e("<td>&#160;</td>",s.document[0]).attr("colspan",e(this).attr("colspan")||1).appendTo(i)})},_contactContainers:function(t){var i,s,n,a,o,r,h,l,u,d,c=null,p=null;for(i=this.containers.length-1;i>=0;i--)if(!e.contains(this.currentItem[0],this.containers[i].element[0]))if(this._intersectsWith(this.containers[i].containerCache)){if(c&&e.contains(this.containers[i].element[0],c.element[0]))continue;c=this.containers[i],p=i}else this.containers[i].containerCache.over&&(this.containers[i]._trigger("out",t,this._uiHash(this)),this.containers[i].containerCache.over=0);if(c)if(1===this.containers.length)this.containers[p].containerCache.over||(this.containers[p]._trigger("over",t,this._uiHash(this)),this.containers[p].containerCache.over=1);else{for(n=1e4,a=null,u=c.floating||this._isFloating(this.currentItem),o=u?"left":"top",r=u?"width":"height",d=u?"clientX":"clientY",s=this.items.length-1;s>=0;s--)e.contains(this.containers[p].element[0],this.items[s].item[0])&&this.items[s].item[0]!==this.currentItem[0]&&(h=this.items[s].item.offset()[o],l=!1,t[d]-h>this.items[s][r]/2&&(l=!0),n>Math.abs(t[d]-h)&&(n=Math.abs(t[d]-h),a=this.items[s],this.direction=l?"up":"down"));if(!a&&!this.options.dropOnEmpty)return;if(this.currentContainer===this.containers[p])return this.currentContainer.containerCache.over||(this.containers[p]._trigger("over",t,this._uiHash()),this.currentContainer.containerCache.over=1),void 0;a?this._rearrange(t,a,null,!0):this._rearrange(t,null,this.containers[p].element,!0),this._trigger("change",t,this._uiHash()),this.containers[p]._trigger("change",t,this._uiHash(this)),this.currentContainer=this.containers[p],this.options.placeholder.update(this.currentContainer,this.placeholder),this.containers[p]._trigger("over",t,this._uiHash(this)),this.containers[p].containerCache.over=1}},_createHelper:function(t){var i=this.options,s=e.isFunction(i.helper)?e(i.helper.apply(this.element[0],[t,this.currentItem])):"clone"===i.helper?this.currentItem.clone():this.currentItem;return s.parents("body").length||e("parent"!==i.appendTo?i.appendTo:this.currentItem[0].parentNode)[0].appendChild(s[0]),s[0]===this.currentItem[0]&&(this._storedCSS={width:this.currentItem[0].style.width,height:this.currentItem[0].style.height,position:this.currentItem.css("position"),top:this.currentItem.css("top"),left:this.currentItem.css("left")}),(!s[0].style.width||i.forceHelperSize)&&s.width(this.currentItem.width()),(!s[0].style.height||i.forceHelperSize)&&s.height(this.currentItem.height()),s},_adjustOffsetFromHelper:function(t){"string"==typeof t&&(t=t.split(" ")),e.isArray(t)&&(t={left:+t[0],top:+t[1]||0}),"left"in t&&(this.offset.click.left=t.left+this.margins.left),"right"in t&&(this.offset.click.left=this.helperProportions.width-t.right+this.margins.left),"top"in t&&(this.offset.click.top=t.top+this.margins.top),"bottom"in t&&(this.offset.click.top=this.helperProportions.height-t.bottom+this.margins.top)},_getParentOffset:function(){this.offsetParent=this.helper.offsetParent();var t=this.offsetParent.offset();return"absolute"===this.cssPosition&&this.scrollParent[0]!==this.document[0]&&e.contains(this.scrollParent[0],this.offsetParent[0])&&(t.left+=this.scrollParent.scrollLeft(),t.top+=this.scrollParent.scrollTop()),(this.offsetParent[0]===this.document[0].body||this.offsetParent[0].tagName&&"html"===this.offsetParent[0].tagName.toLowerCase()&&e.ui.ie)&&(t={top:0,left:0}),{top:t.top+(parseInt(this.offsetParent.css("borderTopWidth"),10)||0),left:t.left+(parseInt(this.offsetParent.css("borderLeftWidth"),10)||0)}},_getRelativeOffset:function(){if("relative"===this.cssPosition){var e=this.currentItem.position();return{top:e.top-(parseInt(this.helper.css("top"),10)||0)+this.scrollParent.scrollTop(),left:e.left-(parseInt(this.helper.css("left"),10)||0)+this.scrollParent.scrollLeft()}}return{top:0,left:0}},_cacheMargins:function(){this.margins={left:parseInt(this.currentItem.css("marginLeft"),10)||0,top:parseInt(this.currentItem.css("marginTop"),10)||0}},_cacheHelperProportions:function(){this.helperProportions={width:this.helper.outerWidth(),height:this.helper.outerHeight()}},_setContainment:function(){var t,i,s,n=this.options;"parent"===n.containment&&(n.containment=this.helper[0].parentNode),("document"===n.containment||"window"===n.containment)&&(this.containment=[0-this.offset.relative.left-this.offset.parent.left,0-this.offset.relative.top-this.offset.parent.top,"document"===n.containment?this.document.width():this.window.width()-this.helperProportions.width-this.margins.left,("document"===n.containment?this.document.width():this.window.height()||this.document[0].body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top]),/^(document|window|parent)$/.test(n.containment)||(t=e(n.containment)[0],i=e(n.containment).offset(),s="hidden"!==e(t).css("overflow"),this.containment=[i.left+(parseInt(e(t).css("borderLeftWidth"),10)||0)+(parseInt(e(t).css("paddingLeft"),10)||0)-this.margins.left,i.top+(parseInt(e(t).css("borderTopWidth"),10)||0)+(parseInt(e(t).css("paddingTop"),10)||0)-this.margins.top,i.left+(s?Math.max(t.scrollWidth,t.offsetWidth):t.offsetWidth)-(parseInt(e(t).css("borderLeftWidth"),10)||0)-(parseInt(e(t).css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left,i.top+(s?Math.max(t.scrollHeight,t.offsetHeight):t.offsetHeight)-(parseInt(e(t).css("borderTopWidth"),10)||0)-(parseInt(e(t).css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top])},_convertPositionTo:function(t,i){i||(i=this.position);var s="absolute"===t?1:-1,n="absolute"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&e.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent,a=/(html|body)/i.test(n[0].tagName);return{top:i.top+this.offset.relative.top*s+this.offset.parent.top*s-("fixed"===this.cssPosition?-this.scrollParent.scrollTop():a?0:n.scrollTop())*s,left:i.left+this.offset.relative.left*s+this.offset.parent.left*s-("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():a?0:n.scrollLeft())*s}},_generatePosition:function(t){var i,s,n=this.options,a=t.pageX,o=t.pageY,r="absolute"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&e.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent,h=/(html|body)/i.test(r[0].tagName);return"relative"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&this.scrollParent[0]!==this.offsetParent[0]||(this.offset.relative=this._getRelativeOffset()),this.originalPosition&&(this.containment&&(t.pageX-this.offset.click.left<this.containment[0]&&(a=this.containment[0]+this.offset.click.left),t.pageY-this.offset.click.top<this.containment[1]&&(o=this.containment[1]+this.offset.click.top),t.pageX-this.offset.click.left>this.containment[2]&&(a=this.containment[2]+this.offset.click.left),t.pageY-this.offset.click.top>this.containment[3]&&(o=this.containment[3]+this.offset.click.top)),n.grid&&(i=this.originalPageY+Math.round((o-this.originalPageY)/n.grid[1])*n.grid[1],o=this.containment?i-this.offset.click.top>=this.containment[1]&&i-this.offset.click.top<=this.containment[3]?i:i-this.offset.click.top>=this.containment[1]?i-n.grid[1]:i+n.grid[1]:i,s=this.originalPageX+Math.round((a-this.originalPageX)/n.grid[0])*n.grid[0],a=this.containment?s-this.offset.click.left>=this.containment[0]&&s-this.offset.click.left<=this.containment[2]?s:s-this.offset.click.left>=this.containment[0]?s-n.grid[0]:s+n.grid[0]:s)),{top:o-this.offset.click.top-this.offset.relative.top-this.offset.parent.top+("fixed"===this.cssPosition?-this.scrollParent.scrollTop():h?0:r.scrollTop()),left:a-this.offset.click.left-this.offset.relative.left-this.offset.parent.left+("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():h?0:r.scrollLeft())}},_rearrange:function(e,t,i,s){i?i[0].appendChild(this.placeholder[0]):t.item[0].parentNode.insertBefore(this.placeholder[0],"down"===this.direction?t.item[0]:t.item[0].nextSibling),this.counter=this.counter?++this.counter:1;var n=this.counter;this._delay(function(){n===this.counter&&this.refreshPositions(!s)})},_clear:function(e,t){function i(e,t,i){return function(s){i._trigger(e,s,t._uiHash(t))}}this.reverting=!1;var s,n=[];if(!this._noFinalSort&&this.currentItem.parent().length&&this.placeholder.before(this.currentItem),this._noFinalSort=null,this.helper[0]===this.currentItem[0]){for(s in this._storedCSS)("auto"===this._storedCSS[s]||"static"===this._storedCSS[s])&&(this._storedCSS[s]="");this.currentItem.css(this._storedCSS).removeClass("ui-sortable-helper")}else this.currentItem.show();for(this.fromOutside&&!t&&n.push(function(e){this._trigger("receive",e,this._uiHash(this.fromOutside))}),!this.fromOutside&&this.domPosition.prev===this.currentItem.prev().not(".ui-sortable-helper")[0]&&this.domPosition.parent===this.currentItem.parent()[0]||t||n.push(function(e){this._trigger("update",e,this._uiHash())}),this!==this.currentContainer&&(t||(n.push(function(e){this._trigger("remove",e,this._uiHash())}),n.push(function(e){return function(t){e._trigger("receive",t,this._uiHash(this))}}.call(this,this.currentContainer)),n.push(function(e){return function(t){e._trigger("update",t,this._uiHash(this))}}.call(this,this.currentContainer)))),s=this.containers.length-1;s>=0;s--)t||n.push(i("deactivate",this,this.containers[s])),this.containers[s].containerCache.over&&(n.push(i("out",this,this.containers[s])),this.containers[s].containerCache.over=0);if(this.storedCursor&&(this.document.find("body").css("cursor",this.storedCursor),this.storedStylesheet.remove()),this._storedOpacity&&this.helper.css("opacity",this._storedOpacity),this._storedZIndex&&this.helper.css("zIndex","auto"===this._storedZIndex?"":this._storedZIndex),this.dragging=!1,t||this._trigger("beforeStop",e,this._uiHash()),this.placeholder[0].parentNode.removeChild(this.placeholder[0]),this.cancelHelperRemoval||(this.helper[0]!==this.currentItem[0]&&this.helper.remove(),this.helper=null),!t){for(s=0;n.length>s;s++)n[s].call(this,e);this._trigger("stop",e,this._uiHash())}return this.fromOutside=!1,!this.cancelHelperRemoval},_trigger:function(){e.Widget.prototype._trigger.apply(this,arguments)===!1&&this.cancel()},_uiHash:function(t){var i=t||this;return{helper:i.helper,placeholder:i.placeholder||e([]),position:i.position,originalPosition:i.originalPosition,offset:i.positionAbs,item:i.currentItem,sender:t?t.element:null}}}),e.widget("ui.accordion",{version:"1.11.4",options:{active:0,animate:{},collapsible:!1,event:"click",header:"> li > :first-child,> :not(li):even",heightStyle:"auto",icons:{activeHeader:"ui-icon-triangle-1-s",header:"ui-icon-triangle-1-e"},activate:null,beforeActivate:null},hideProps:{borderTopWidth:"hide",borderBottomWidth:"hide",paddingTop:"hide",paddingBottom:"hide",height:"hide"},showProps:{borderTopWidth:"show",borderBottomWidth:"show",paddingTop:"show",paddingBottom:"show",height:"show"},_create:function(){var t=this.options;this.prevShow=this.prevHide=e(),this.element.addClass("ui-accordion ui-widget ui-helper-reset").attr("role","tablist"),t.collapsible||t.active!==!1&&null!=t.active||(t.active=0),this._processPanels(),0>t.active&&(t.active+=this.headers.length),this._refresh()},_getCreateEventData:function(){return{header:this.active,panel:this.active.length?this.active.next():e()}},_createIcons:function(){var t=this.options.icons;t&&(e("<span>").addClass("ui-accordion-header-icon ui-icon "+t.header).prependTo(this.headers),this.active.children(".ui-accordion-header-icon").removeClass(t.header).addClass(t.activeHeader),this.headers.addClass("ui-accordion-icons"))},_destroyIcons:function(){this.headers.removeClass("ui-accordion-icons").children(".ui-accordion-header-icon").remove()},_destroy:function(){var e;this.element.removeClass("ui-accordion ui-widget ui-helper-reset").removeAttr("role"),this.headers.removeClass("ui-accordion-header ui-accordion-header-active ui-state-default ui-corner-all ui-state-active ui-state-disabled ui-corner-top").removeAttr("role").removeAttr("aria-expanded").removeAttr("aria-selected").removeAttr("aria-controls").removeAttr("tabIndex").removeUniqueId(),this._destroyIcons(),e=this.headers.next().removeClass("ui-helper-reset ui-widget-content ui-corner-bottom ui-accordion-content ui-accordion-content-active ui-state-disabled").css("display","").removeAttr("role").removeAttr("aria-hidden").removeAttr("aria-labelledby").removeUniqueId(),"content"!==this.options.heightStyle&&e.css("height","")},_setOption:function(e,t){return"active"===e?(this._activate(t),void 0):("event"===e&&(this.options.event&&this._off(this.headers,this.options.event),this._setupEvents(t)),this._super(e,t),"collapsible"!==e||t||this.options.active!==!1||this._activate(0),"icons"===e&&(this._destroyIcons(),t&&this._createIcons()),"disabled"===e&&(this.element.toggleClass("ui-state-disabled",!!t).attr("aria-disabled",t),this.headers.add(this.headers.next()).toggleClass("ui-state-disabled",!!t)),void 0)},_keydown:function(t){if(!t.altKey&&!t.ctrlKey){var i=e.ui.keyCode,s=this.headers.length,n=this.headers.index(t.target),a=!1;switch(t.keyCode){case i.RIGHT:case i.DOWN:a=this.headers[(n+1)%s];break;case i.LEFT:case i.UP:a=this.headers[(n-1+s)%s];break;case i.SPACE:case i.ENTER:this._eventHandler(t);break;case i.HOME:a=this.headers[0];break;case i.END:a=this.headers[s-1]}a&&(e(t.target).attr("tabIndex",-1),e(a).attr("tabIndex",0),a.focus(),t.preventDefault())}},_panelKeyDown:function(t){t.keyCode===e.ui.keyCode.UP&&t.ctrlKey&&e(t.currentTarget).prev().focus()},refresh:function(){var t=this.options;this._processPanels(),t.active===!1&&t.collapsible===!0||!this.headers.length?(t.active=!1,this.active=e()):t.active===!1?this._activate(0):this.active.length&&!e.contains(this.element[0],this.active[0])?this.headers.length===this.headers.find(".ui-state-disabled").length?(t.active=!1,this.active=e()):this._activate(Math.max(0,t.active-1)):t.active=this.headers.index(this.active),this._destroyIcons(),this._refresh()},_processPanels:function(){var e=this.headers,t=this.panels;this.headers=this.element.find(this.options.header).addClass("ui-accordion-header ui-state-default ui-corner-all"),this.panels=this.headers.next().addClass("ui-accordion-content ui-helper-reset ui-widget-content ui-corner-bottom").filter(":not(.ui-accordion-content-active)").hide(),t&&(this._off(e.not(this.headers)),this._off(t.not(this.panels)))},_refresh:function(){var t,i=this.options,s=i.heightStyle,n=this.element.parent();this.active=this._findActive(i.active).addClass("ui-accordion-header-active ui-state-active ui-corner-top").removeClass("ui-corner-all"),this.active.next().addClass("ui-accordion-content-active").show(),this.headers.attr("role","tab").each(function(){var t=e(this),i=t.uniqueId().attr("id"),s=t.next(),n=s.uniqueId().attr("id");t.attr("aria-controls",n),s.attr("aria-labelledby",i)}).next().attr("role","tabpanel"),this.headers.not(this.active).attr({"aria-selected":"false","aria-expanded":"false",tabIndex:-1}).next().attr({"aria-hidden":"true"}).hide(),this.active.length?this.active.attr({"aria-selected":"true","aria-expanded":"true",tabIndex:0}).next().attr({"aria-hidden":"false"}):this.headers.eq(0).attr("tabIndex",0),this._createIcons(),this._setupEvents(i.event),"fill"===s?(t=n.height(),this.element.siblings(":visible").each(function(){var i=e(this),s=i.css("position");"absolute"!==s&&"fixed"!==s&&(t-=i.outerHeight(!0))}),this.headers.each(function(){t-=e(this).outerHeight(!0)}),this.headers.next().each(function(){e(this).height(Math.max(0,t-e(this).innerHeight()+e(this).height()))}).css("overflow","auto")):"auto"===s&&(t=0,this.headers.next().each(function(){t=Math.max(t,e(this).css("height","").height())}).height(t))},_activate:function(t){var i=this._findActive(t)[0];i!==this.active[0]&&(i=i||this.active[0],this._eventHandler({target:i,currentTarget:i,preventDefault:e.noop}))},_findActive:function(t){return"number"==typeof t?this.headers.eq(t):e()},_setupEvents:function(t){var i={keydown:"_keydown"};t&&e.each(t.split(" "),function(e,t){i[t]="_eventHandler"}),this._off(this.headers.add(this.headers.next())),this._on(this.headers,i),this._on(this.headers.next(),{keydown:"_panelKeyDown"}),this._hoverable(this.headers),this._focusable(this.headers)},_eventHandler:function(t){var i=this.options,s=this.active,n=e(t.currentTarget),a=n[0]===s[0],o=a&&i.collapsible,r=o?e():n.next(),h=s.next(),l={oldHeader:s,oldPanel:h,newHeader:o?e():n,newPanel:r};
t.preventDefault(),a&&!i.collapsible||this._trigger("beforeActivate",t,l)===!1||(i.active=o?!1:this.headers.index(n),this.active=a?e():n,this._toggle(l),s.removeClass("ui-accordion-header-active ui-state-active"),i.icons&&s.children(".ui-accordion-header-icon").removeClass(i.icons.activeHeader).addClass(i.icons.header),a||(n.removeClass("ui-corner-all").addClass("ui-accordion-header-active ui-state-active ui-corner-top"),i.icons&&n.children(".ui-accordion-header-icon").removeClass(i.icons.header).addClass(i.icons.activeHeader),n.next().addClass("ui-accordion-content-active")))},_toggle:function(t){var i=t.newPanel,s=this.prevShow.length?this.prevShow:t.oldPanel;this.prevShow.add(this.prevHide).stop(!0,!0),this.prevShow=i,this.prevHide=s,this.options.animate?this._animate(i,s,t):(s.hide(),i.show(),this._toggleComplete(t)),s.attr({"aria-hidden":"true"}),s.prev().attr({"aria-selected":"false","aria-expanded":"false"}),i.length&&s.length?s.prev().attr({tabIndex:-1,"aria-expanded":"false"}):i.length&&this.headers.filter(function(){return 0===parseInt(e(this).attr("tabIndex"),10)}).attr("tabIndex",-1),i.attr("aria-hidden","false").prev().attr({"aria-selected":"true","aria-expanded":"true",tabIndex:0})},_animate:function(e,t,i){var s,n,a,o=this,r=0,h=e.css("box-sizing"),l=e.length&&(!t.length||e.index()<t.index()),u=this.options.animate||{},d=l&&u.down||u,c=function(){o._toggleComplete(i)};return"number"==typeof d&&(a=d),"string"==typeof d&&(n=d),n=n||d.easing||u.easing,a=a||d.duration||u.duration,t.length?e.length?(s=e.show().outerHeight(),t.animate(this.hideProps,{duration:a,easing:n,step:function(e,t){t.now=Math.round(e)}}),e.hide().animate(this.showProps,{duration:a,easing:n,complete:c,step:function(e,i){i.now=Math.round(e),"height"!==i.prop?"content-box"===h&&(r+=i.now):"content"!==o.options.heightStyle&&(i.now=Math.round(s-t.outerHeight()-r),r=0)}}),void 0):t.animate(this.hideProps,a,n,c):e.animate(this.showProps,a,n,c)},_toggleComplete:function(e){var t=e.oldPanel;t.removeClass("ui-accordion-content-active").prev().removeClass("ui-corner-top").addClass("ui-corner-all"),t.length&&(t.parent()[0].className=t.parent()[0].className),this._trigger("activate",null,e)}}),e.widget("ui.menu",{version:"1.11.4",defaultElement:"<ul>",delay:300,options:{icons:{submenu:"ui-icon-carat-1-e"},items:"> *",menus:"ul",position:{my:"left-1 top",at:"right top"},role:"menu",blur:null,focus:null,select:null},_create:function(){this.activeMenu=this.element,this.mouseHandled=!1,this.element.uniqueId().addClass("ui-menu ui-widget ui-widget-content").toggleClass("ui-menu-icons",!!this.element.find(".ui-icon").length).attr({role:this.options.role,tabIndex:0}),this.options.disabled&&this.element.addClass("ui-state-disabled").attr("aria-disabled","true"),this._on({"mousedown .ui-menu-item":function(e){e.preventDefault()},"click .ui-menu-item":function(t){var i=e(t.target);!this.mouseHandled&&i.not(".ui-state-disabled").length&&(this.select(t),t.isPropagationStopped()||(this.mouseHandled=!0),i.has(".ui-menu").length?this.expand(t):!this.element.is(":focus")&&e(this.document[0].activeElement).closest(".ui-menu").length&&(this.element.trigger("focus",[!0]),this.active&&1===this.active.parents(".ui-menu").length&&clearTimeout(this.timer)))},"mouseenter .ui-menu-item":function(t){if(!this.previousFilter){var i=e(t.currentTarget);i.siblings(".ui-state-active").removeClass("ui-state-active"),this.focus(t,i)}},mouseleave:"collapseAll","mouseleave .ui-menu":"collapseAll",focus:function(e,t){var i=this.active||this.element.find(this.options.items).eq(0);t||this.focus(e,i)},blur:function(t){this._delay(function(){e.contains(this.element[0],this.document[0].activeElement)||this.collapseAll(t)})},keydown:"_keydown"}),this.refresh(),this._on(this.document,{click:function(e){this._closeOnDocumentClick(e)&&this.collapseAll(e),this.mouseHandled=!1}})},_destroy:function(){this.element.removeAttr("aria-activedescendant").find(".ui-menu").addBack().removeClass("ui-menu ui-widget ui-widget-content ui-menu-icons ui-front").removeAttr("role").removeAttr("tabIndex").removeAttr("aria-labelledby").removeAttr("aria-expanded").removeAttr("aria-hidden").removeAttr("aria-disabled").removeUniqueId().show(),this.element.find(".ui-menu-item").removeClass("ui-menu-item").removeAttr("role").removeAttr("aria-disabled").removeUniqueId().removeClass("ui-state-hover").removeAttr("tabIndex").removeAttr("role").removeAttr("aria-haspopup").children().each(function(){var t=e(this);t.data("ui-menu-submenu-carat")&&t.remove()}),this.element.find(".ui-menu-divider").removeClass("ui-menu-divider ui-widget-content")},_keydown:function(t){var i,s,n,a,o=!0;switch(t.keyCode){case e.ui.keyCode.PAGE_UP:this.previousPage(t);break;case e.ui.keyCode.PAGE_DOWN:this.nextPage(t);break;case e.ui.keyCode.HOME:this._move("first","first",t);break;case e.ui.keyCode.END:this._move("last","last",t);break;case e.ui.keyCode.UP:this.previous(t);break;case e.ui.keyCode.DOWN:this.next(t);break;case e.ui.keyCode.LEFT:this.collapse(t);break;case e.ui.keyCode.RIGHT:this.active&&!this.active.is(".ui-state-disabled")&&this.expand(t);break;case e.ui.keyCode.ENTER:case e.ui.keyCode.SPACE:this._activate(t);break;case e.ui.keyCode.ESCAPE:this.collapse(t);break;default:o=!1,s=this.previousFilter||"",n=String.fromCharCode(t.keyCode),a=!1,clearTimeout(this.filterTimer),n===s?a=!0:n=s+n,i=this._filterMenuItems(n),i=a&&-1!==i.index(this.active.next())?this.active.nextAll(".ui-menu-item"):i,i.length||(n=String.fromCharCode(t.keyCode),i=this._filterMenuItems(n)),i.length?(this.focus(t,i),this.previousFilter=n,this.filterTimer=this._delay(function(){delete this.previousFilter},1e3)):delete this.previousFilter}o&&t.preventDefault()},_activate:function(e){this.active.is(".ui-state-disabled")||(this.active.is("[aria-haspopup='true']")?this.expand(e):this.select(e))},refresh:function(){var t,i,s=this,n=this.options.icons.submenu,a=this.element.find(this.options.menus);this.element.toggleClass("ui-menu-icons",!!this.element.find(".ui-icon").length),a.filter(":not(.ui-menu)").addClass("ui-menu ui-widget ui-widget-content ui-front").hide().attr({role:this.options.role,"aria-hidden":"true","aria-expanded":"false"}).each(function(){var t=e(this),i=t.parent(),s=e("<span>").addClass("ui-menu-icon ui-icon "+n).data("ui-menu-submenu-carat",!0);i.attr("aria-haspopup","true").prepend(s),t.attr("aria-labelledby",i.attr("id"))}),t=a.add(this.element),i=t.find(this.options.items),i.not(".ui-menu-item").each(function(){var t=e(this);s._isDivider(t)&&t.addClass("ui-widget-content ui-menu-divider")}),i.not(".ui-menu-item, .ui-menu-divider").addClass("ui-menu-item").uniqueId().attr({tabIndex:-1,role:this._itemRole()}),i.filter(".ui-state-disabled").attr("aria-disabled","true"),this.active&&!e.contains(this.element[0],this.active[0])&&this.blur()},_itemRole:function(){return{menu:"menuitem",listbox:"option"}[this.options.role]},_setOption:function(e,t){"icons"===e&&this.element.find(".ui-menu-icon").removeClass(this.options.icons.submenu).addClass(t.submenu),"disabled"===e&&this.element.toggleClass("ui-state-disabled",!!t).attr("aria-disabled",t),this._super(e,t)},focus:function(e,t){var i,s;this.blur(e,e&&"focus"===e.type),this._scrollIntoView(t),this.active=t.first(),s=this.active.addClass("ui-state-focus").removeClass("ui-state-active"),this.options.role&&this.element.attr("aria-activedescendant",s.attr("id")),this.active.parent().closest(".ui-menu-item").addClass("ui-state-active"),e&&"keydown"===e.type?this._close():this.timer=this._delay(function(){this._close()},this.delay),i=t.children(".ui-menu"),i.length&&e&&/^mouse/.test(e.type)&&this._startOpening(i),this.activeMenu=t.parent(),this._trigger("focus",e,{item:t})},_scrollIntoView:function(t){var i,s,n,a,o,r;this._hasScroll()&&(i=parseFloat(e.css(this.activeMenu[0],"borderTopWidth"))||0,s=parseFloat(e.css(this.activeMenu[0],"paddingTop"))||0,n=t.offset().top-this.activeMenu.offset().top-i-s,a=this.activeMenu.scrollTop(),o=this.activeMenu.height(),r=t.outerHeight(),0>n?this.activeMenu.scrollTop(a+n):n+r>o&&this.activeMenu.scrollTop(a+n-o+r))},blur:function(e,t){t||clearTimeout(this.timer),this.active&&(this.active.removeClass("ui-state-focus"),this.active=null,this._trigger("blur",e,{item:this.active}))},_startOpening:function(e){clearTimeout(this.timer),"true"===e.attr("aria-hidden")&&(this.timer=this._delay(function(){this._close(),this._open(e)},this.delay))},_open:function(t){var i=e.extend({of:this.active},this.options.position);clearTimeout(this.timer),this.element.find(".ui-menu").not(t.parents(".ui-menu")).hide().attr("aria-hidden","true"),t.show().removeAttr("aria-hidden").attr("aria-expanded","true").position(i)},collapseAll:function(t,i){clearTimeout(this.timer),this.timer=this._delay(function(){var s=i?this.element:e(t&&t.target).closest(this.element.find(".ui-menu"));s.length||(s=this.element),this._close(s),this.blur(t),this.activeMenu=s},this.delay)},_close:function(e){e||(e=this.active?this.active.parent():this.element),e.find(".ui-menu").hide().attr("aria-hidden","true").attr("aria-expanded","false").end().find(".ui-state-active").not(".ui-state-focus").removeClass("ui-state-active")},_closeOnDocumentClick:function(t){return!e(t.target).closest(".ui-menu").length},_isDivider:function(e){return!/[^\-\u2014\u2013\s]/.test(e.text())},collapse:function(e){var t=this.active&&this.active.parent().closest(".ui-menu-item",this.element);t&&t.length&&(this._close(),this.focus(e,t))},expand:function(e){var t=this.active&&this.active.children(".ui-menu ").find(this.options.items).first();t&&t.length&&(this._open(t.parent()),this._delay(function(){this.focus(e,t)}))},next:function(e){this._move("next","first",e)},previous:function(e){this._move("prev","last",e)},isFirstItem:function(){return this.active&&!this.active.prevAll(".ui-menu-item").length},isLastItem:function(){return this.active&&!this.active.nextAll(".ui-menu-item").length},_move:function(e,t,i){var s;this.active&&(s="first"===e||"last"===e?this.active["first"===e?"prevAll":"nextAll"](".ui-menu-item").eq(-1):this.active[e+"All"](".ui-menu-item").eq(0)),s&&s.length&&this.active||(s=this.activeMenu.find(this.options.items)[t]()),this.focus(i,s)},nextPage:function(t){var i,s,n;return this.active?(this.isLastItem()||(this._hasScroll()?(s=this.active.offset().top,n=this.element.height(),this.active.nextAll(".ui-menu-item").each(function(){return i=e(this),0>i.offset().top-s-n}),this.focus(t,i)):this.focus(t,this.activeMenu.find(this.options.items)[this.active?"last":"first"]())),void 0):(this.next(t),void 0)},previousPage:function(t){var i,s,n;return this.active?(this.isFirstItem()||(this._hasScroll()?(s=this.active.offset().top,n=this.element.height(),this.active.prevAll(".ui-menu-item").each(function(){return i=e(this),i.offset().top-s+n>0}),this.focus(t,i)):this.focus(t,this.activeMenu.find(this.options.items).first())),void 0):(this.next(t),void 0)},_hasScroll:function(){return this.element.outerHeight()<this.element.prop("scrollHeight")},select:function(t){this.active=this.active||e(t.target).closest(".ui-menu-item");var i={item:this.active};this.active.has(".ui-menu").length||this.collapseAll(t,!0),this._trigger("select",t,i)},_filterMenuItems:function(t){var i=t.replace(/[\-\[\]{}()*+?.,\\\^$|#\s]/g,"\\$&"),s=RegExp("^"+i,"i");return this.activeMenu.find(this.options.items).filter(".ui-menu-item").filter(function(){return s.test(e.trim(e(this).text()))})}}),e.widget("ui.autocomplete",{version:"1.11.4",defaultElement:"<input>",options:{appendTo:null,autoFocus:!1,delay:300,minLength:1,position:{my:"left top",at:"left bottom",collision:"none"},source:null,change:null,close:null,focus:null,open:null,response:null,search:null,select:null},requestIndex:0,pending:0,_create:function(){var t,i,s,n=this.element[0].nodeName.toLowerCase(),a="textarea"===n,o="input"===n;this.isMultiLine=a?!0:o?!1:this.element.prop("isContentEditable"),this.valueMethod=this.element[a||o?"val":"text"],this.isNewMenu=!0,this.element.addClass("ui-autocomplete-input").attr("autocomplete","off"),this._on(this.element,{keydown:function(n){if(this.element.prop("readOnly"))return t=!0,s=!0,i=!0,void 0;t=!1,s=!1,i=!1;var a=e.ui.keyCode;switch(n.keyCode){case a.PAGE_UP:t=!0,this._move("previousPage",n);break;case a.PAGE_DOWN:t=!0,this._move("nextPage",n);break;case a.UP:t=!0,this._keyEvent("previous",n);break;case a.DOWN:t=!0,this._keyEvent("next",n);break;case a.ENTER:this.menu.active&&(t=!0,n.preventDefault(),this.menu.select(n));break;case a.TAB:this.menu.active&&this.menu.select(n);break;case a.ESCAPE:this.menu.element.is(":visible")&&(this.isMultiLine||this._value(this.term),this.close(n),n.preventDefault());break;default:i=!0,this._searchTimeout(n)}},keypress:function(s){if(t)return t=!1,(!this.isMultiLine||this.menu.element.is(":visible"))&&s.preventDefault(),void 0;if(!i){var n=e.ui.keyCode;switch(s.keyCode){case n.PAGE_UP:this._move("previousPage",s);break;case n.PAGE_DOWN:this._move("nextPage",s);break;case n.UP:this._keyEvent("previous",s);break;case n.DOWN:this._keyEvent("next",s)}}},input:function(e){return s?(s=!1,e.preventDefault(),void 0):(this._searchTimeout(e),void 0)},focus:function(){this.selectedItem=null,this.previous=this._value()},blur:function(e){return this.cancelBlur?(delete this.cancelBlur,void 0):(clearTimeout(this.searching),this.close(e),this._change(e),void 0)}}),this._initSource(),this.menu=e("<ul>").addClass("ui-autocomplete ui-front").appendTo(this._appendTo()).menu({role:null}).hide().menu("instance"),this._on(this.menu.element,{mousedown:function(t){t.preventDefault(),this.cancelBlur=!0,this._delay(function(){delete this.cancelBlur});var i=this.menu.element[0];e(t.target).closest(".ui-menu-item").length||this._delay(function(){var t=this;this.document.one("mousedown",function(s){s.target===t.element[0]||s.target===i||e.contains(i,s.target)||t.close()})})},menufocus:function(t,i){var s,n;return this.isNewMenu&&(this.isNewMenu=!1,t.originalEvent&&/^mouse/.test(t.originalEvent.type))?(this.menu.blur(),this.document.one("mousemove",function(){e(t.target).trigger(t.originalEvent)}),void 0):(n=i.item.data("ui-autocomplete-item"),!1!==this._trigger("focus",t,{item:n})&&t.originalEvent&&/^key/.test(t.originalEvent.type)&&this._value(n.value),s=i.item.attr("aria-label")||n.value,s&&e.trim(s).length&&(this.liveRegion.children().hide(),e("<div>").text(s).appendTo(this.liveRegion)),void 0)},menuselect:function(e,t){var i=t.item.data("ui-autocomplete-item"),s=this.previous;this.element[0]!==this.document[0].activeElement&&(this.element.focus(),this.previous=s,this._delay(function(){this.previous=s,this.selectedItem=i})),!1!==this._trigger("select",e,{item:i})&&this._value(i.value),this.term=this._value(),this.close(e),this.selectedItem=i}}),this.liveRegion=e("<span>",{role:"status","aria-live":"assertive","aria-relevant":"additions"}).addClass("ui-helper-hidden-accessible").appendTo(this.document[0].body),this._on(this.window,{beforeunload:function(){this.element.removeAttr("autocomplete")}})},_destroy:function(){clearTimeout(this.searching),this.element.removeClass("ui-autocomplete-input").removeAttr("autocomplete"),this.menu.element.remove(),this.liveRegion.remove()},_setOption:function(e,t){this._super(e,t),"source"===e&&this._initSource(),"appendTo"===e&&this.menu.element.appendTo(this._appendTo()),"disabled"===e&&t&&this.xhr&&this.xhr.abort()},_appendTo:function(){var t=this.options.appendTo;return t&&(t=t.jquery||t.nodeType?e(t):this.document.find(t).eq(0)),t&&t[0]||(t=this.element.closest(".ui-front")),t.length||(t=this.document[0].body),t},_initSource:function(){var t,i,s=this;e.isArray(this.options.source)?(t=this.options.source,this.source=function(i,s){s(e.ui.autocomplete.filter(t,i.term))}):"string"==typeof this.options.source?(i=this.options.source,this.source=function(t,n){s.xhr&&s.xhr.abort(),s.xhr=e.ajax({url:i,data:t,dataType:"json",success:function(e){n(e)},error:function(){n([])}})}):this.source=this.options.source},_searchTimeout:function(e){clearTimeout(this.searching),this.searching=this._delay(function(){var t=this.term===this._value(),i=this.menu.element.is(":visible"),s=e.altKey||e.ctrlKey||e.metaKey||e.shiftKey;(!t||t&&!i&&!s)&&(this.selectedItem=null,this.search(null,e))},this.options.delay)},search:function(e,t){return e=null!=e?e:this._value(),this.term=this._value(),e.length<this.options.minLength?this.close(t):this._trigger("search",t)!==!1?this._search(e):void 0},_search:function(e){this.pending++,this.element.addClass("ui-autocomplete-loading"),this.cancelSearch=!1,this.source({term:e},this._response())},_response:function(){var t=++this.requestIndex;return e.proxy(function(e){t===this.requestIndex&&this.__response(e),this.pending--,this.pending||this.element.removeClass("ui-autocomplete-loading")},this)},__response:function(e){e&&(e=this._normalize(e)),this._trigger("response",null,{content:e}),!this.options.disabled&&e&&e.length&&!this.cancelSearch?(this._suggest(e),this._trigger("open")):this._close()},close:function(e){this.cancelSearch=!0,this._close(e)},_close:function(e){this.menu.element.is(":visible")&&(this.menu.element.hide(),this.menu.blur(),this.isNewMenu=!0,this._trigger("close",e))},_change:function(e){this.previous!==this._value()&&this._trigger("change",e,{item:this.selectedItem})},_normalize:function(t){return t.length&&t[0].label&&t[0].value?t:e.map(t,function(t){return"string"==typeof t?{label:t,value:t}:e.extend({},t,{label:t.label||t.value,value:t.value||t.label})})},_suggest:function(t){var i=this.menu.element.empty();this._renderMenu(i,t),this.isNewMenu=!0,this.menu.refresh(),i.show(),this._resizeMenu(),i.position(e.extend({of:this.element},this.options.position)),this.options.autoFocus&&this.menu.next()},_resizeMenu:function(){var e=this.menu.element;e.outerWidth(Math.max(e.width("").outerWidth()+1,this.element.outerWidth()))},_renderMenu:function(t,i){var s=this;e.each(i,function(e,i){s._renderItemData(t,i)})},_renderItemData:function(e,t){return this._renderItem(e,t).data("ui-autocomplete-item",t)},_renderItem:function(t,i){return e("<li>").text(i.label).appendTo(t)},_move:function(e,t){return this.menu.element.is(":visible")?this.menu.isFirstItem()&&/^previous/.test(e)||this.menu.isLastItem()&&/^next/.test(e)?(this.isMultiLine||this._value(this.term),this.menu.blur(),void 0):(this.menu[e](t),void 0):(this.search(null,t),void 0)},widget:function(){return this.menu.element},_value:function(){return this.valueMethod.apply(this.element,arguments)},_keyEvent:function(e,t){(!this.isMultiLine||this.menu.element.is(":visible"))&&(this._move(e,t),t.preventDefault())}}),e.extend(e.ui.autocomplete,{escapeRegex:function(e){return e.replace(/[\-\[\]{}()*+?.,\\\^$|#\s]/g,"\\$&")},filter:function(t,i){var s=RegExp(e.ui.autocomplete.escapeRegex(i),"i");return e.grep(t,function(e){return s.test(e.label||e.value||e)})}}),e.widget("ui.autocomplete",e.ui.autocomplete,{options:{messages:{noResults:"No search results.",results:function(e){return e+(e>1?" results are":" result is")+" available, use up and down arrow keys to navigate."}}},__response:function(t){var i;this._superApply(arguments),this.options.disabled||this.cancelSearch||(i=t&&t.length?this.options.messages.results(t.length):this.options.messages.noResults,this.liveRegion.children().hide(),e("<div>").text(i).appendTo(this.liveRegion))}}),e.ui.autocomplete;var r,h="ui-button ui-widget ui-state-default ui-corner-all",l="ui-button-icons-only ui-button-icon-only ui-button-text-icons ui-button-text-icon-primary ui-button-text-icon-secondary ui-button-text-only",u=function(){var t=e(this);setTimeout(function(){t.find(":ui-button").button("refresh")},1)},d=function(t){var i=t.name,s=t.form,n=e([]);return i&&(i=i.replace(/'/g,"\\'"),n=s?e(s).find("[name='"+i+"'][type=radio]"):e("[name='"+i+"'][type=radio]",t.ownerDocument).filter(function(){return!this.form})),n};e.widget("ui.button",{version:"1.11.4",defaultElement:"<button>",options:{disabled:null,text:!0,label:null,icons:{primary:null,secondary:null}},_create:function(){this.element.closest("form").unbind("reset"+this.eventNamespace).bind("reset"+this.eventNamespace,u),"boolean"!=typeof this.options.disabled?this.options.disabled=!!this.element.prop("disabled"):this.element.prop("disabled",this.options.disabled),this._determineButtonType(),this.hasTitle=!!this.buttonElement.attr("title");var t=this,i=this.options,s="checkbox"===this.type||"radio"===this.type,n=s?"":"ui-state-active";null===i.label&&(i.label="input"===this.type?this.buttonElement.val():this.buttonElement.html()),this._hoverable(this.buttonElement),this.buttonElement.addClass(h).attr("role","button").bind("mouseenter"+this.eventNamespace,function(){i.disabled||this===r&&e(this).addClass("ui-state-active")}).bind("mouseleave"+this.eventNamespace,function(){i.disabled||e(this).removeClass(n)}).bind("click"+this.eventNamespace,function(e){i.disabled&&(e.preventDefault(),e.stopImmediatePropagation())}),this._on({focus:function(){this.buttonElement.addClass("ui-state-focus")},blur:function(){this.buttonElement.removeClass("ui-state-focus")}}),s&&this.element.bind("change"+this.eventNamespace,function(){t.refresh()}),"checkbox"===this.type?this.buttonElement.bind("click"+this.eventNamespace,function(){return i.disabled?!1:void 0}):"radio"===this.type?this.buttonElement.bind("click"+this.eventNamespace,function(){if(i.disabled)return!1;e(this).addClass("ui-state-active"),t.buttonElement.attr("aria-pressed","true");var s=t.element[0];d(s).not(s).map(function(){return e(this).button("widget")[0]}).removeClass("ui-state-active").attr("aria-pressed","false")}):(this.buttonElement.bind("mousedown"+this.eventNamespace,function(){return i.disabled?!1:(e(this).addClass("ui-state-active"),r=this,t.document.one("mouseup",function(){r=null}),void 0)}).bind("mouseup"+this.eventNamespace,function(){return i.disabled?!1:(e(this).removeClass("ui-state-active"),void 0)}).bind("keydown"+this.eventNamespace,function(t){return i.disabled?!1:((t.keyCode===e.ui.keyCode.SPACE||t.keyCode===e.ui.keyCode.ENTER)&&e(this).addClass("ui-state-active"),void 0)}).bind("keyup"+this.eventNamespace+" blur"+this.eventNamespace,function(){e(this).removeClass("ui-state-active")}),this.buttonElement.is("a")&&this.buttonElement.keyup(function(t){t.keyCode===e.ui.keyCode.SPACE&&e(this).click()})),this._setOption("disabled",i.disabled),this._resetButton()},_determineButtonType:function(){var e,t,i;this.type=this.element.is("[type=checkbox]")?"checkbox":this.element.is("[type=radio]")?"radio":this.element.is("input")?"input":"button","checkbox"===this.type||"radio"===this.type?(e=this.element.parents().last(),t="label[for='"+this.element.attr("id")+"']",this.buttonElement=e.find(t),this.buttonElement.length||(e=e.length?e.siblings():this.element.siblings(),this.buttonElement=e.filter(t),this.buttonElement.length||(this.buttonElement=e.find(t))),this.element.addClass("ui-helper-hidden-accessible"),i=this.element.is(":checked"),i&&this.buttonElement.addClass("ui-state-active"),this.buttonElement.prop("aria-pressed",i)):this.buttonElement=this.element},widget:function(){return this.buttonElement},_destroy:function(){this.element.removeClass("ui-helper-hidden-accessible"),this.buttonElement.removeClass(h+" ui-state-active "+l).removeAttr("role").removeAttr("aria-pressed").html(this.buttonElement.find(".ui-button-text").html()),this.hasTitle||this.buttonElement.removeAttr("title")},_setOption:function(e,t){return this._super(e,t),"disabled"===e?(this.widget().toggleClass("ui-state-disabled",!!t),this.element.prop("disabled",!!t),t&&("checkbox"===this.type||"radio"===this.type?this.buttonElement.removeClass("ui-state-focus"):this.buttonElement.removeClass("ui-state-focus ui-state-active")),void 0):(this._resetButton(),void 0)},refresh:function(){var t=this.element.is("input, button")?this.element.is(":disabled"):this.element.hasClass("ui-button-disabled");t!==this.options.disabled&&this._setOption("disabled",t),"radio"===this.type?d(this.element[0]).each(function(){e(this).is(":checked")?e(this).button("widget").addClass("ui-state-active").attr("aria-pressed","true"):e(this).button("widget").removeClass("ui-state-active").attr("aria-pressed","false")}):"checkbox"===this.type&&(this.element.is(":checked")?this.buttonElement.addClass("ui-state-active").attr("aria-pressed","true"):this.buttonElement.removeClass("ui-state-active").attr("aria-pressed","false"))},_resetButton:function(){if("input"===this.type)return this.options.label&&this.element.val(this.options.label),void 0;var t=this.buttonElement.removeClass(l),i=e("<span></span>",this.document[0]).addClass("ui-button-text").html(this.options.label).appendTo(t.empty()).text(),s=this.options.icons,n=s.primary&&s.secondary,a=[];s.primary||s.secondary?(this.options.text&&a.push("ui-button-text-icon"+(n?"s":s.primary?"-primary":"-secondary")),s.primary&&t.prepend("<span class='ui-button-icon-primary ui-icon "+s.primary+"'></span>"),s.secondary&&t.append("<span class='ui-button-icon-secondary ui-icon "+s.secondary+"'></span>"),this.options.text||(a.push(n?"ui-button-icons-only":"ui-button-icon-only"),this.hasTitle||t.attr("title",e.trim(i)))):a.push("ui-button-text-only"),t.addClass(a.join(" "))}}),e.widget("ui.buttonset",{version:"1.11.4",options:{items:"button, input[type=button], input[type=submit], input[type=reset], input[type=checkbox], input[type=radio], a, :data(ui-button)"},_create:function(){this.element.addClass("ui-buttonset")},_init:function(){this.refresh()},_setOption:function(e,t){"disabled"===e&&this.buttons.button("option",e,t),this._super(e,t)},refresh:function(){var t="rtl"===this.element.css("direction"),i=this.element.find(this.options.items),s=i.filter(":ui-button");i.not(":ui-button").button(),s.button("refresh"),this.buttons=i.map(function(){return e(this).button("widget")[0]}).removeClass("ui-corner-all ui-corner-left ui-corner-right").filter(":first").addClass(t?"ui-corner-right":"ui-corner-left").end().filter(":last").addClass(t?"ui-corner-left":"ui-corner-right").end().end()},_destroy:function(){this.element.removeClass("ui-buttonset"),this.buttons.map(function(){return e(this).button("widget")[0]}).removeClass("ui-corner-left ui-corner-right").end().button("destroy")}}),e.ui.button,e.widget("ui.dialog",{version:"1.11.4",options:{appendTo:"body",autoOpen:!0,buttons:[],closeOnEscape:!0,closeText:"Close",dialogClass:"",draggable:!0,hide:null,height:"auto",maxHeight:null,maxWidth:null,minHeight:150,minWidth:150,modal:!1,position:{my:"center",at:"center",of:window,collision:"fit",using:function(t){var i=e(this).css(t).offset().top;0>i&&e(this).css("top",t.top-i)}},resizable:!0,show:null,title:null,width:300,beforeClose:null,close:null,drag:null,dragStart:null,dragStop:null,focus:null,open:null,resize:null,resizeStart:null,resizeStop:null},sizeRelatedOptions:{buttons:!0,height:!0,maxHeight:!0,maxWidth:!0,minHeight:!0,minWidth:!0,width:!0},resizableRelatedOptions:{maxHeight:!0,maxWidth:!0,minHeight:!0,minWidth:!0},_create:function(){this.originalCss={display:this.element[0].style.display,width:this.element[0].style.width,minHeight:this.element[0].style.minHeight,maxHeight:this.element[0].style.maxHeight,height:this.element[0].style.height},this.originalPosition={parent:this.element.parent(),index:this.element.parent().children().index(this.element)},this.originalTitle=this.element.attr("title"),this.options.title=this.options.title||this.originalTitle,this._createWrapper(),this.element.show().removeAttr("title").addClass("ui-dialog-content ui-widget-content").appendTo(this.uiDialog),this._createTitlebar(),this._createButtonPane(),this.options.draggable&&e.fn.draggable&&this._makeDraggable(),this.options.resizable&&e.fn.resizable&&this._makeResizable(),this._isOpen=!1,this._trackFocus()},_init:function(){this.options.autoOpen&&this.open()},_appendTo:function(){var t=this.options.appendTo;return t&&(t.jquery||t.nodeType)?e(t):this.document.find(t||"body").eq(0)},_destroy:function(){var e,t=this.originalPosition;this._untrackInstance(),this._destroyOverlay(),this.element.removeUniqueId().removeClass("ui-dialog-content ui-widget-content").css(this.originalCss).detach(),this.uiDialog.stop(!0,!0).remove(),this.originalTitle&&this.element.attr("title",this.originalTitle),e=t.parent.children().eq(t.index),e.length&&e[0]!==this.element[0]?e.before(this.element):t.parent.append(this.element)},widget:function(){return this.uiDialog},disable:e.noop,enable:e.noop,close:function(t){var i,s=this;if(this._isOpen&&this._trigger("beforeClose",t)!==!1){if(this._isOpen=!1,this._focusedElement=null,this._destroyOverlay(),this._untrackInstance(),!this.opener.filter(":focusable").focus().length)try{i=this.document[0].activeElement,i&&"body"!==i.nodeName.toLowerCase()&&e(i).blur()}catch(n){}this._hide(this.uiDialog,this.options.hide,function(){s._trigger("close",t)})}},isOpen:function(){return this._isOpen},moveToTop:function(){this._moveToTop()},_moveToTop:function(t,i){var s=!1,n=this.uiDialog.siblings(".ui-front:visible").map(function(){return+e(this).css("z-index")}).get(),a=Math.max.apply(null,n);return a>=+this.uiDialog.css("z-index")&&(this.uiDialog.css("z-index",a+1),s=!0),s&&!i&&this._trigger("focus",t),s},open:function(){var t=this;return this._isOpen?(this._moveToTop()&&this._focusTabbable(),void 0):(this._isOpen=!0,this.opener=e(this.document[0].activeElement),this._size(),this._position(),this._createOverlay(),this._moveToTop(null,!0),this.overlay&&this.overlay.css("z-index",this.uiDialog.css("z-index")-1),this._show(this.uiDialog,this.options.show,function(){t._focusTabbable(),t._trigger("focus")}),this._makeFocusTarget(),this._trigger("open"),void 0)},_focusTabbable:function(){var e=this._focusedElement;e||(e=this.element.find("[autofocus]")),e.length||(e=this.element.find(":tabbable")),e.length||(e=this.uiDialogButtonPane.find(":tabbable")),e.length||(e=this.uiDialogTitlebarClose.filter(":tabbable")),e.length||(e=this.uiDialog),e.eq(0).focus()},_keepFocus:function(t){function i(){var t=this.document[0].activeElement,i=this.uiDialog[0]===t||e.contains(this.uiDialog[0],t);i||this._focusTabbable()}t.preventDefault(),i.call(this),this._delay(i)},_createWrapper:function(){this.uiDialog=e("<div>").addClass("ui-dialog ui-widget ui-widget-content ui-corner-all ui-front "+this.options.dialogClass).hide().attr({tabIndex:-1,role:"dialog"}).appendTo(this._appendTo()),this._on(this.uiDialog,{keydown:function(t){if(this.options.closeOnEscape&&!t.isDefaultPrevented()&&t.keyCode&&t.keyCode===e.ui.keyCode.ESCAPE)return t.preventDefault(),this.close(t),void 0;if(t.keyCode===e.ui.keyCode.TAB&&!t.isDefaultPrevented()){var i=this.uiDialog.find(":tabbable"),s=i.filter(":first"),n=i.filter(":last");t.target!==n[0]&&t.target!==this.uiDialog[0]||t.shiftKey?t.target!==s[0]&&t.target!==this.uiDialog[0]||!t.shiftKey||(this._delay(function(){n.focus()}),t.preventDefault()):(this._delay(function(){s.focus()}),t.preventDefault())}},mousedown:function(e){this._moveToTop(e)&&this._focusTabbable()}}),this.element.find("[aria-describedby]").length||this.uiDialog.attr({"aria-describedby":this.element.uniqueId().attr("id")})},_createTitlebar:function(){var t;this.uiDialogTitlebar=e("<div>").addClass("ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix").prependTo(this.uiDialog),this._on(this.uiDialogTitlebar,{mousedown:function(t){e(t.target).closest(".ui-dialog-titlebar-close")||this.uiDialog.focus()}}),this.uiDialogTitlebarClose=e("<button type='button'></button>").button({label:this.options.closeText,icons:{primary:"ui-icon-closethick"},text:!1}).addClass("ui-dialog-titlebar-close").appendTo(this.uiDialogTitlebar),this._on(this.uiDialogTitlebarClose,{click:function(e){e.preventDefault(),this.close(e)}}),t=e("<span>").uniqueId().addClass("ui-dialog-title").prependTo(this.uiDialogTitlebar),this._title(t),this.uiDialog.attr({"aria-labelledby":t.attr("id")})},_title:function(e){this.options.title||e.html("&#160;"),e.text(this.options.title)
},_createButtonPane:function(){this.uiDialogButtonPane=e("<div>").addClass("ui-dialog-buttonpane ui-widget-content ui-helper-clearfix"),this.uiButtonSet=e("<div>").addClass("ui-dialog-buttonset").appendTo(this.uiDialogButtonPane),this._createButtons()},_createButtons:function(){var t=this,i=this.options.buttons;return this.uiDialogButtonPane.remove(),this.uiButtonSet.empty(),e.isEmptyObject(i)||e.isArray(i)&&!i.length?(this.uiDialog.removeClass("ui-dialog-buttons"),void 0):(e.each(i,function(i,s){var n,a;s=e.isFunction(s)?{click:s,text:i}:s,s=e.extend({type:"button"},s),n=s.click,s.click=function(){n.apply(t.element[0],arguments)},a={icons:s.icons,text:s.showText},delete s.icons,delete s.showText,e("<button></button>",s).button(a).appendTo(t.uiButtonSet)}),this.uiDialog.addClass("ui-dialog-buttons"),this.uiDialogButtonPane.appendTo(this.uiDialog),void 0)},_makeDraggable:function(){function t(e){return{position:e.position,offset:e.offset}}var i=this,s=this.options;this.uiDialog.draggable({cancel:".ui-dialog-content, .ui-dialog-titlebar-close",handle:".ui-dialog-titlebar",containment:"document",start:function(s,n){e(this).addClass("ui-dialog-dragging"),i._blockFrames(),i._trigger("dragStart",s,t(n))},drag:function(e,s){i._trigger("drag",e,t(s))},stop:function(n,a){var o=a.offset.left-i.document.scrollLeft(),r=a.offset.top-i.document.scrollTop();s.position={my:"left top",at:"left"+(o>=0?"+":"")+o+" "+"top"+(r>=0?"+":"")+r,of:i.window},e(this).removeClass("ui-dialog-dragging"),i._unblockFrames(),i._trigger("dragStop",n,t(a))}})},_makeResizable:function(){function t(e){return{originalPosition:e.originalPosition,originalSize:e.originalSize,position:e.position,size:e.size}}var i=this,s=this.options,n=s.resizable,a=this.uiDialog.css("position"),o="string"==typeof n?n:"n,e,s,w,se,sw,ne,nw";this.uiDialog.resizable({cancel:".ui-dialog-content",containment:"document",alsoResize:this.element,maxWidth:s.maxWidth,maxHeight:s.maxHeight,minWidth:s.minWidth,minHeight:this._minHeight(),handles:o,start:function(s,n){e(this).addClass("ui-dialog-resizing"),i._blockFrames(),i._trigger("resizeStart",s,t(n))},resize:function(e,s){i._trigger("resize",e,t(s))},stop:function(n,a){var o=i.uiDialog.offset(),r=o.left-i.document.scrollLeft(),h=o.top-i.document.scrollTop();s.height=i.uiDialog.height(),s.width=i.uiDialog.width(),s.position={my:"left top",at:"left"+(r>=0?"+":"")+r+" "+"top"+(h>=0?"+":"")+h,of:i.window},e(this).removeClass("ui-dialog-resizing"),i._unblockFrames(),i._trigger("resizeStop",n,t(a))}}).css("position",a)},_trackFocus:function(){this._on(this.widget(),{focusin:function(t){this._makeFocusTarget(),this._focusedElement=e(t.target)}})},_makeFocusTarget:function(){this._untrackInstance(),this._trackingInstances().unshift(this)},_untrackInstance:function(){var t=this._trackingInstances(),i=e.inArray(this,t);-1!==i&&t.splice(i,1)},_trackingInstances:function(){var e=this.document.data("ui-dialog-instances");return e||(e=[],this.document.data("ui-dialog-instances",e)),e},_minHeight:function(){var e=this.options;return"auto"===e.height?e.minHeight:Math.min(e.minHeight,e.height)},_position:function(){var e=this.uiDialog.is(":visible");e||this.uiDialog.show(),this.uiDialog.position(this.options.position),e||this.uiDialog.hide()},_setOptions:function(t){var i=this,s=!1,n={};e.each(t,function(e,t){i._setOption(e,t),e in i.sizeRelatedOptions&&(s=!0),e in i.resizableRelatedOptions&&(n[e]=t)}),s&&(this._size(),this._position()),this.uiDialog.is(":data(ui-resizable)")&&this.uiDialog.resizable("option",n)},_setOption:function(e,t){var i,s,n=this.uiDialog;"dialogClass"===e&&n.removeClass(this.options.dialogClass).addClass(t),"disabled"!==e&&(this._super(e,t),"appendTo"===e&&this.uiDialog.appendTo(this._appendTo()),"buttons"===e&&this._createButtons(),"closeText"===e&&this.uiDialogTitlebarClose.button({label:""+t}),"draggable"===e&&(i=n.is(":data(ui-draggable)"),i&&!t&&n.draggable("destroy"),!i&&t&&this._makeDraggable()),"position"===e&&this._position(),"resizable"===e&&(s=n.is(":data(ui-resizable)"),s&&!t&&n.resizable("destroy"),s&&"string"==typeof t&&n.resizable("option","handles",t),s||t===!1||this._makeResizable()),"title"===e&&this._title(this.uiDialogTitlebar.find(".ui-dialog-title")))},_size:function(){var e,t,i,s=this.options;this.element.show().css({width:"auto",minHeight:0,maxHeight:"none",height:0}),s.minWidth>s.width&&(s.width=s.minWidth),e=this.uiDialog.css({height:"auto",width:s.width}).outerHeight(),t=Math.max(0,s.minHeight-e),i="number"==typeof s.maxHeight?Math.max(0,s.maxHeight-e):"none","auto"===s.height?this.element.css({minHeight:t,maxHeight:i,height:"auto"}):this.element.height(Math.max(0,s.height-e)),this.uiDialog.is(":data(ui-resizable)")&&this.uiDialog.resizable("option","minHeight",this._minHeight())},_blockFrames:function(){this.iframeBlocks=this.document.find("iframe").map(function(){var t=e(this);return e("<div>").css({position:"absolute",width:t.outerWidth(),height:t.outerHeight()}).appendTo(t.parent()).offset(t.offset())[0]})},_unblockFrames:function(){this.iframeBlocks&&(this.iframeBlocks.remove(),delete this.iframeBlocks)},_allowInteraction:function(t){return e(t.target).closest(".ui-dialog").length?!0:!!e(t.target).closest(".ui-datepicker").length},_createOverlay:function(){if(this.options.modal){var t=!0;this._delay(function(){t=!1}),this.document.data("ui-dialog-overlays")||this._on(this.document,{focusin:function(e){t||this._allowInteraction(e)||(e.preventDefault(),this._trackingInstances()[0]._focusTabbable())}}),this.overlay=e("<div>").addClass("ui-widget-overlay ui-front").appendTo(this._appendTo()),this._on(this.overlay,{mousedown:"_keepFocus"}),this.document.data("ui-dialog-overlays",(this.document.data("ui-dialog-overlays")||0)+1)}},_destroyOverlay:function(){if(this.options.modal&&this.overlay){var e=this.document.data("ui-dialog-overlays")-1;e?this.document.data("ui-dialog-overlays",e):this.document.unbind("focusin").removeData("ui-dialog-overlays"),this.overlay.remove(),this.overlay=null}}}),e.widget("ui.progressbar",{version:"1.11.4",options:{max:100,value:0,change:null,complete:null},min:0,_create:function(){this.oldValue=this.options.value=this._constrainedValue(),this.element.addClass("ui-progressbar ui-widget ui-widget-content ui-corner-all").attr({role:"progressbar","aria-valuemin":this.min}),this.valueDiv=e("<div class='ui-progressbar-value ui-widget-header ui-corner-left'></div>").appendTo(this.element),this._refreshValue()},_destroy:function(){this.element.removeClass("ui-progressbar ui-widget ui-widget-content ui-corner-all").removeAttr("role").removeAttr("aria-valuemin").removeAttr("aria-valuemax").removeAttr("aria-valuenow"),this.valueDiv.remove()},value:function(e){return void 0===e?this.options.value:(this.options.value=this._constrainedValue(e),this._refreshValue(),void 0)},_constrainedValue:function(e){return void 0===e&&(e=this.options.value),this.indeterminate=e===!1,"number"!=typeof e&&(e=0),this.indeterminate?!1:Math.min(this.options.max,Math.max(this.min,e))},_setOptions:function(e){var t=e.value;delete e.value,this._super(e),this.options.value=this._constrainedValue(t),this._refreshValue()},_setOption:function(e,t){"max"===e&&(t=Math.max(this.min,t)),"disabled"===e&&this.element.toggleClass("ui-state-disabled",!!t).attr("aria-disabled",t),this._super(e,t)},_percentage:function(){return this.indeterminate?100:100*(this.options.value-this.min)/(this.options.max-this.min)},_refreshValue:function(){var t=this.options.value,i=this._percentage();this.valueDiv.toggle(this.indeterminate||t>this.min).toggleClass("ui-corner-right",t===this.options.max).width(i.toFixed(0)+"%"),this.element.toggleClass("ui-progressbar-indeterminate",this.indeterminate),this.indeterminate?(this.element.removeAttr("aria-valuenow"),this.overlayDiv||(this.overlayDiv=e("<div class='ui-progressbar-overlay'></div>").appendTo(this.valueDiv))):(this.element.attr({"aria-valuemax":this.options.max,"aria-valuenow":t}),this.overlayDiv&&(this.overlayDiv.remove(),this.overlayDiv=null)),this.oldValue!==t&&(this.oldValue=t,this._trigger("change")),t===this.options.max&&this._trigger("complete")}}),e.widget("ui.selectmenu",{version:"1.11.4",defaultElement:"<select>",options:{appendTo:null,disabled:null,icons:{button:"ui-icon-triangle-1-s"},position:{my:"left top",at:"left bottom",collision:"none"},width:null,change:null,close:null,focus:null,open:null,select:null},_create:function(){var e=this.element.uniqueId().attr("id");this.ids={element:e,button:e+"-button",menu:e+"-menu"},this._drawButton(),this._drawMenu(),this.options.disabled&&this.disable()},_drawButton:function(){var t=this;this.label=e("label[for='"+this.ids.element+"']").attr("for",this.ids.button),this._on(this.label,{click:function(e){this.button.focus(),e.preventDefault()}}),this.element.hide(),this.button=e("<span>",{"class":"ui-selectmenu-button ui-widget ui-state-default ui-corner-all",tabindex:this.options.disabled?-1:0,id:this.ids.button,role:"combobox","aria-expanded":"false","aria-autocomplete":"list","aria-owns":this.ids.menu,"aria-haspopup":"true"}).insertAfter(this.element),e("<span>",{"class":"ui-icon "+this.options.icons.button}).prependTo(this.button),this.buttonText=e("<span>",{"class":"ui-selectmenu-text"}).appendTo(this.button),this._setText(this.buttonText,this.element.find("option:selected").text()),this._resizeButton(),this._on(this.button,this._buttonEvents),this.button.one("focusin",function(){t.menuItems||t._refreshMenu()}),this._hoverable(this.button),this._focusable(this.button)},_drawMenu:function(){var t=this;this.menu=e("<ul>",{"aria-hidden":"true","aria-labelledby":this.ids.button,id:this.ids.menu}),this.menuWrap=e("<div>",{"class":"ui-selectmenu-menu ui-front"}).append(this.menu).appendTo(this._appendTo()),this.menuInstance=this.menu.menu({role:"listbox",select:function(e,i){e.preventDefault(),t._setSelection(),t._select(i.item.data("ui-selectmenu-item"),e)},focus:function(e,i){var s=i.item.data("ui-selectmenu-item");null!=t.focusIndex&&s.index!==t.focusIndex&&(t._trigger("focus",e,{item:s}),t.isOpen||t._select(s,e)),t.focusIndex=s.index,t.button.attr("aria-activedescendant",t.menuItems.eq(s.index).attr("id"))}}).menu("instance"),this.menu.addClass("ui-corner-bottom").removeClass("ui-corner-all"),this.menuInstance._off(this.menu,"mouseleave"),this.menuInstance._closeOnDocumentClick=function(){return!1},this.menuInstance._isDivider=function(){return!1}},refresh:function(){this._refreshMenu(),this._setText(this.buttonText,this._getSelectedItem().text()),this.options.width||this._resizeButton()},_refreshMenu:function(){this.menu.empty();var e,t=this.element.find("option");t.length&&(this._parseOptions(t),this._renderMenu(this.menu,this.items),this.menuInstance.refresh(),this.menuItems=this.menu.find("li").not(".ui-selectmenu-optgroup"),e=this._getSelectedItem(),this.menuInstance.focus(null,e),this._setAria(e.data("ui-selectmenu-item")),this._setOption("disabled",this.element.prop("disabled")))},open:function(e){this.options.disabled||(this.menuItems?(this.menu.find(".ui-state-focus").removeClass("ui-state-focus"),this.menuInstance.focus(null,this._getSelectedItem())):this._refreshMenu(),this.isOpen=!0,this._toggleAttr(),this._resizeMenu(),this._position(),this._on(this.document,this._documentClick),this._trigger("open",e))},_position:function(){this.menuWrap.position(e.extend({of:this.button},this.options.position))},close:function(e){this.isOpen&&(this.isOpen=!1,this._toggleAttr(),this.range=null,this._off(this.document),this._trigger("close",e))},widget:function(){return this.button},menuWidget:function(){return this.menu},_renderMenu:function(t,i){var s=this,n="";e.each(i,function(i,a){a.optgroup!==n&&(e("<li>",{"class":"ui-selectmenu-optgroup ui-menu-divider"+(a.element.parent("optgroup").prop("disabled")?" ui-state-disabled":""),text:a.optgroup}).appendTo(t),n=a.optgroup),s._renderItemData(t,a)})},_renderItemData:function(e,t){return this._renderItem(e,t).data("ui-selectmenu-item",t)},_renderItem:function(t,i){var s=e("<li>");return i.disabled&&s.addClass("ui-state-disabled"),this._setText(s,i.label),s.appendTo(t)},_setText:function(e,t){t?e.text(t):e.html("&#160;")},_move:function(e,t){var i,s,n=".ui-menu-item";this.isOpen?i=this.menuItems.eq(this.focusIndex):(i=this.menuItems.eq(this.element[0].selectedIndex),n+=":not(.ui-state-disabled)"),s="first"===e||"last"===e?i["first"===e?"prevAll":"nextAll"](n).eq(-1):i[e+"All"](n).eq(0),s.length&&this.menuInstance.focus(t,s)},_getSelectedItem:function(){return this.menuItems.eq(this.element[0].selectedIndex)},_toggle:function(e){this[this.isOpen?"close":"open"](e)},_setSelection:function(){var e;this.range&&(window.getSelection?(e=window.getSelection(),e.removeAllRanges(),e.addRange(this.range)):this.range.select(),this.button.focus())},_documentClick:{mousedown:function(t){this.isOpen&&(e(t.target).closest(".ui-selectmenu-menu, #"+this.ids.button).length||this.close(t))}},_buttonEvents:{mousedown:function(){var e;window.getSelection?(e=window.getSelection(),e.rangeCount&&(this.range=e.getRangeAt(0))):this.range=document.selection.createRange()},click:function(e){this._setSelection(),this._toggle(e)},keydown:function(t){var i=!0;switch(t.keyCode){case e.ui.keyCode.TAB:case e.ui.keyCode.ESCAPE:this.close(t),i=!1;break;case e.ui.keyCode.ENTER:this.isOpen&&this._selectFocusedItem(t);break;case e.ui.keyCode.UP:t.altKey?this._toggle(t):this._move("prev",t);break;case e.ui.keyCode.DOWN:t.altKey?this._toggle(t):this._move("next",t);break;case e.ui.keyCode.SPACE:this.isOpen?this._selectFocusedItem(t):this._toggle(t);break;case e.ui.keyCode.LEFT:this._move("prev",t);break;case e.ui.keyCode.RIGHT:this._move("next",t);break;case e.ui.keyCode.HOME:case e.ui.keyCode.PAGE_UP:this._move("first",t);break;case e.ui.keyCode.END:case e.ui.keyCode.PAGE_DOWN:this._move("last",t);break;default:this.menu.trigger(t),i=!1}i&&t.preventDefault()}},_selectFocusedItem:function(e){var t=this.menuItems.eq(this.focusIndex);t.hasClass("ui-state-disabled")||this._select(t.data("ui-selectmenu-item"),e)},_select:function(e,t){var i=this.element[0].selectedIndex;this.element[0].selectedIndex=e.index,this._setText(this.buttonText,e.label),this._setAria(e),this._trigger("select",t,{item:e}),e.index!==i&&this._trigger("change",t,{item:e}),this.close(t)},_setAria:function(e){var t=this.menuItems.eq(e.index).attr("id");this.button.attr({"aria-labelledby":t,"aria-activedescendant":t}),this.menu.attr("aria-activedescendant",t)},_setOption:function(e,t){"icons"===e&&this.button.find("span.ui-icon").removeClass(this.options.icons.button).addClass(t.button),this._super(e,t),"appendTo"===e&&this.menuWrap.appendTo(this._appendTo()),"disabled"===e&&(this.menuInstance.option("disabled",t),this.button.toggleClass("ui-state-disabled",t).attr("aria-disabled",t),this.element.prop("disabled",t),t?(this.button.attr("tabindex",-1),this.close()):this.button.attr("tabindex",0)),"width"===e&&this._resizeButton()},_appendTo:function(){var t=this.options.appendTo;return t&&(t=t.jquery||t.nodeType?e(t):this.document.find(t).eq(0)),t&&t[0]||(t=this.element.closest(".ui-front")),t.length||(t=this.document[0].body),t},_toggleAttr:function(){this.button.toggleClass("ui-corner-top",this.isOpen).toggleClass("ui-corner-all",!this.isOpen).attr("aria-expanded",this.isOpen),this.menuWrap.toggleClass("ui-selectmenu-open",this.isOpen),this.menu.attr("aria-hidden",!this.isOpen)},_resizeButton:function(){var e=this.options.width;e||(e=this.element.show().outerWidth(),this.element.hide()),this.button.outerWidth(e)},_resizeMenu:function(){this.menu.outerWidth(Math.max(this.button.outerWidth(),this.menu.width("").outerWidth()+1))},_getCreateOptions:function(){return{disabled:this.element.prop("disabled")}},_parseOptions:function(t){var i=[];t.each(function(t,s){var n=e(s),a=n.parent("optgroup");i.push({element:n,index:t,value:n.val(),label:n.text(),optgroup:a.attr("label")||"",disabled:a.prop("disabled")||n.prop("disabled")})}),this.items=i},_destroy:function(){this.menuWrap.remove(),this.button.remove(),this.element.show(),this.element.removeUniqueId(),this.label.attr("for",this.ids.element)}}),e.widget("ui.slider",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"slide",options:{animate:!1,distance:0,max:100,min:0,orientation:"horizontal",range:!1,step:1,value:0,values:null,change:null,slide:null,start:null,stop:null},numPages:5,_create:function(){this._keySliding=!1,this._mouseSliding=!1,this._animateOff=!0,this._handleIndex=null,this._detectOrientation(),this._mouseInit(),this._calculateNewMax(),this.element.addClass("ui-slider ui-slider-"+this.orientation+" ui-widget"+" ui-widget-content"+" ui-corner-all"),this._refresh(),this._setOption("disabled",this.options.disabled),this._animateOff=!1},_refresh:function(){this._createRange(),this._createHandles(),this._setupEvents(),this._refreshValue()},_createHandles:function(){var t,i,s=this.options,n=this.element.find(".ui-slider-handle").addClass("ui-state-default ui-corner-all"),a="<span class='ui-slider-handle ui-state-default ui-corner-all' tabindex='0'></span>",o=[];for(i=s.values&&s.values.length||1,n.length>i&&(n.slice(i).remove(),n=n.slice(0,i)),t=n.length;i>t;t++)o.push(a);this.handles=n.add(e(o.join("")).appendTo(this.element)),this.handle=this.handles.eq(0),this.handles.each(function(t){e(this).data("ui-slider-handle-index",t)})},_createRange:function(){var t=this.options,i="";t.range?(t.range===!0&&(t.values?t.values.length&&2!==t.values.length?t.values=[t.values[0],t.values[0]]:e.isArray(t.values)&&(t.values=t.values.slice(0)):t.values=[this._valueMin(),this._valueMin()]),this.range&&this.range.length?this.range.removeClass("ui-slider-range-min ui-slider-range-max").css({left:"",bottom:""}):(this.range=e("<div></div>").appendTo(this.element),i="ui-slider-range ui-widget-header ui-corner-all"),this.range.addClass(i+("min"===t.range||"max"===t.range?" ui-slider-range-"+t.range:""))):(this.range&&this.range.remove(),this.range=null)},_setupEvents:function(){this._off(this.handles),this._on(this.handles,this._handleEvents),this._hoverable(this.handles),this._focusable(this.handles)},_destroy:function(){this.handles.remove(),this.range&&this.range.remove(),this.element.removeClass("ui-slider ui-slider-horizontal ui-slider-vertical ui-widget ui-widget-content ui-corner-all"),this._mouseDestroy()},_mouseCapture:function(t){var i,s,n,a,o,r,h,l,u=this,d=this.options;return d.disabled?!1:(this.elementSize={width:this.element.outerWidth(),height:this.element.outerHeight()},this.elementOffset=this.element.offset(),i={x:t.pageX,y:t.pageY},s=this._normValueFromMouse(i),n=this._valueMax()-this._valueMin()+1,this.handles.each(function(t){var i=Math.abs(s-u.values(t));(n>i||n===i&&(t===u._lastChangedValue||u.values(t)===d.min))&&(n=i,a=e(this),o=t)}),r=this._start(t,o),r===!1?!1:(this._mouseSliding=!0,this._handleIndex=o,a.addClass("ui-state-active").focus(),h=a.offset(),l=!e(t.target).parents().addBack().is(".ui-slider-handle"),this._clickOffset=l?{left:0,top:0}:{left:t.pageX-h.left-a.width()/2,top:t.pageY-h.top-a.height()/2-(parseInt(a.css("borderTopWidth"),10)||0)-(parseInt(a.css("borderBottomWidth"),10)||0)+(parseInt(a.css("marginTop"),10)||0)},this.handles.hasClass("ui-state-hover")||this._slide(t,o,s),this._animateOff=!0,!0))},_mouseStart:function(){return!0},_mouseDrag:function(e){var t={x:e.pageX,y:e.pageY},i=this._normValueFromMouse(t);return this._slide(e,this._handleIndex,i),!1},_mouseStop:function(e){return this.handles.removeClass("ui-state-active"),this._mouseSliding=!1,this._stop(e,this._handleIndex),this._change(e,this._handleIndex),this._handleIndex=null,this._clickOffset=null,this._animateOff=!1,!1},_detectOrientation:function(){this.orientation="vertical"===this.options.orientation?"vertical":"horizontal"},_normValueFromMouse:function(e){var t,i,s,n,a;return"horizontal"===this.orientation?(t=this.elementSize.width,i=e.x-this.elementOffset.left-(this._clickOffset?this._clickOffset.left:0)):(t=this.elementSize.height,i=e.y-this.elementOffset.top-(this._clickOffset?this._clickOffset.top:0)),s=i/t,s>1&&(s=1),0>s&&(s=0),"vertical"===this.orientation&&(s=1-s),n=this._valueMax()-this._valueMin(),a=this._valueMin()+s*n,this._trimAlignValue(a)},_start:function(e,t){var i={handle:this.handles[t],value:this.value()};return this.options.values&&this.options.values.length&&(i.value=this.values(t),i.values=this.values()),this._trigger("start",e,i)},_slide:function(e,t,i){var s,n,a;this.options.values&&this.options.values.length?(s=this.values(t?0:1),2===this.options.values.length&&this.options.range===!0&&(0===t&&i>s||1===t&&s>i)&&(i=s),i!==this.values(t)&&(n=this.values(),n[t]=i,a=this._trigger("slide",e,{handle:this.handles[t],value:i,values:n}),s=this.values(t?0:1),a!==!1&&this.values(t,i))):i!==this.value()&&(a=this._trigger("slide",e,{handle:this.handles[t],value:i}),a!==!1&&this.value(i))},_stop:function(e,t){var i={handle:this.handles[t],value:this.value()};this.options.values&&this.options.values.length&&(i.value=this.values(t),i.values=this.values()),this._trigger("stop",e,i)},_change:function(e,t){if(!this._keySliding&&!this._mouseSliding){var i={handle:this.handles[t],value:this.value()};this.options.values&&this.options.values.length&&(i.value=this.values(t),i.values=this.values()),this._lastChangedValue=t,this._trigger("change",e,i)}},value:function(e){return arguments.length?(this.options.value=this._trimAlignValue(e),this._refreshValue(),this._change(null,0),void 0):this._value()},values:function(t,i){var s,n,a;if(arguments.length>1)return this.options.values[t]=this._trimAlignValue(i),this._refreshValue(),this._change(null,t),void 0;if(!arguments.length)return this._values();if(!e.isArray(arguments[0]))return this.options.values&&this.options.values.length?this._values(t):this.value();for(s=this.options.values,n=arguments[0],a=0;s.length>a;a+=1)s[a]=this._trimAlignValue(n[a]),this._change(null,a);this._refreshValue()},_setOption:function(t,i){var s,n=0;switch("range"===t&&this.options.range===!0&&("min"===i?(this.options.value=this._values(0),this.options.values=null):"max"===i&&(this.options.value=this._values(this.options.values.length-1),this.options.values=null)),e.isArray(this.options.values)&&(n=this.options.values.length),"disabled"===t&&this.element.toggleClass("ui-state-disabled",!!i),this._super(t,i),t){case"orientation":this._detectOrientation(),this.element.removeClass("ui-slider-horizontal 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class='ui-effects-transfer'></div>").appendTo(document.body).addClass(t.className).css({top:d.top-r,left:d.left-h,height:s.innerHeight(),width:s.innerWidth(),position:a?"fixed":"absolute"}).animate(u,t.duration,t.easing,function(){c.remove(),i()})}});</script>
<style type="text/css">

.tocify {
width: 20%;
max-height: 90%;
overflow: auto;
margin-left: 2%;
position: fixed;
border: 1px solid #ccc;
border-radius: 6px;
}

.tocify ul, .tocify li {
list-style: none;
margin: 0;
padding: 0;
border: none;
line-height: 30px;
}

.tocify-header {
text-indent: 10px;
}

.tocify-subheader {
text-indent: 20px;
display: none;
}

.tocify-subheader li {
font-size: 12px;
}

.tocify-subheader .tocify-subheader {
text-indent: 30px;
}
.tocify-subheader .tocify-subheader .tocify-subheader {
text-indent: 40px;
}
.tocify-subheader .tocify-subheader .tocify-subheader .tocify-subheader {
text-indent: 50px;
}
.tocify-subheader .tocify-subheader .tocify-subheader .tocify-subheader .tocify-subheader {
text-indent: 60px;
}

.tocify .tocify-item > a, .tocify .nav-list .nav-header {
margin: 0px;
}

.tocify .tocify-item a, .tocify .list-group-item {
padding: 5px;
}
.tocify .nav-pills > li {
float: none;
}


</style>
<script>/* jquery Tocify - v1.9.1 - 2013-10-22
 * http://www.gregfranko.com/jquery.tocify.js/
 * Copyright (c) 2013 Greg Franko; Licensed MIT */

// Immediately-Invoked Function Expression (IIFE) [Ben Alman Blog Post](http://benalman.com/news/2010/11/immediately-invoked-function-expression/) that calls another IIFE that contains all of the plugin logic.  I used this pattern so that anyone viewing this code would not have to scroll to the bottom of the page to view the local parameters that were passed to the main IIFE.
(function(tocify) {

    // ECMAScript 5 Strict Mode: [John Resig Blog Post](http://ejohn.org/blog/ecmascript-5-strict-mode-json-and-more/)
    "use strict";

    // Calls the second IIFE and locally passes in the global jQuery, window, and document objects
    tocify(window.jQuery, window, document);

  }

  // Locally passes in `jQuery`, the `window` object, the `document` object, and an `undefined` variable.  The `jQuery`, `window` and `document` objects are passed in locally, to improve performance, since javascript first searches for a variable match within the local variables set before searching the global variables set.  All of the global variables are also passed in locally to be minifier friendly. `undefined` can be passed in locally, because it is not a reserved word in JavaScript.
  (function($, window, document, undefined) {

    // ECMAScript 5 Strict Mode: [John Resig Blog Post](http://ejohn.org/blog/ecmascript-5-strict-mode-json-and-more/)
    "use strict";

    var tocClassName = "tocify",
      tocClass = "." + tocClassName,
      tocFocusClassName = "tocify-focus",
      tocHoverClassName = "tocify-hover",
      hideTocClassName = "tocify-hide",
      hideTocClass = "." + hideTocClassName,
      headerClassName = "tocify-header",
      headerClass = "." + headerClassName,
      subheaderClassName = "tocify-subheader",
      subheaderClass = "." + subheaderClassName,
      itemClassName = "tocify-item",
      itemClass = "." + itemClassName,
      extendPageClassName = "tocify-extend-page",
      extendPageClass = "." + extendPageClassName;

    // Calling the jQueryUI Widget Factory Method
    $.widget("toc.tocify", {

      //Plugin version
      version: "1.9.1",

      // These options will be used as defaults
      options: {

        // **context**: Accepts String: Any jQuery selector
        // The container element that holds all of the elements used to generate the table of contents
        context: "body",

        // **ignoreSelector**: Accepts String: Any jQuery selector
        // A selector to any element that would be matched by selectors that you wish to be ignored
        ignoreSelector: null,

        // **selectors**: Accepts an Array of Strings: Any jQuery selectors
        // The element's used to generate the table of contents.  The order is very important since it will determine the table of content's nesting structure
        selectors: "h1, h2, h3",

        // **showAndHide**: Accepts a boolean: true or false
        // Used to determine if elements should be shown and hidden
        showAndHide: true,

        // **showEffect**: Accepts String: "none", "fadeIn", "show", or "slideDown"
        // Used to display any of the table of contents nested items
        showEffect: "slideDown",

        // **showEffectSpeed**: Accepts Number (milliseconds) or String: "slow", "medium", or "fast"
        // The time duration of the show animation
        showEffectSpeed: "medium",

        // **hideEffect**: Accepts String: "none", "fadeOut", "hide", or "slideUp"
        // Used to hide any of the table of contents nested items
        hideEffect: "slideUp",

        // **hideEffectSpeed**: Accepts Number (milliseconds) or String: "slow", "medium", or "fast"
        // The time duration of the hide animation
        hideEffectSpeed: "medium",

        // **smoothScroll**: Accepts a boolean: true or false
        // Determines if a jQuery animation should be used to scroll to specific table of contents items on the page
        smoothScroll: true,

        // **smoothScrollSpeed**: Accepts Number (milliseconds) or String: "slow", "medium", or "fast"
        // The time duration of the smoothScroll animation
        smoothScrollSpeed: "medium",

        // **scrollTo**: Accepts Number (pixels)
        // The amount of space between the top of page and the selected table of contents item after the page has been scrolled
        scrollTo: 0,

        // **showAndHideOnScroll**: Accepts a boolean: true or false
        // Determines if table of contents nested items should be shown and hidden while scrolling
        showAndHideOnScroll: true,

        // **highlightOnScroll**: Accepts a boolean: true or false
        // Determines if table of contents nested items should be highlighted (set to a different color) while scrolling
        highlightOnScroll: true,

        // **highlightOffset**: Accepts a number
        // The offset distance in pixels to trigger the next active table of contents item
        highlightOffset: 40,

        // **theme**: Accepts a string: "bootstrap", "jqueryui", or "none"
        // Determines if Twitter Bootstrap, jQueryUI, or Tocify classes should be added to the table of contents
        theme: "bootstrap",

        // **extendPage**: Accepts a boolean: true or false
        // If a user scrolls to the bottom of the page and the page is not tall enough to scroll to the last table of contents item, then the page height is increased
        extendPage: true,

        // **extendPageOffset**: Accepts a number: pixels
        // How close to the bottom of the page a user must scroll before the page is extended
        extendPageOffset: 100,

        // **history**: Accepts a boolean: true or false
        // Adds a hash to the page url to maintain history
        history: true,

        // **scrollHistory**: Accepts a boolean: true or false
        // Adds a hash to the page url, to maintain history, when scrolling to a TOC item
        scrollHistory: false,

        // **hashGenerator**: How the hash value (the anchor segment of the URL, following the
        // # character) will be generated.
        //
        // "compact" (default) - #CompressesEverythingTogether
        // "pretty" - #looks-like-a-nice-url-and-is-easily-readable
        // function(text, element){} - Your own hash generation function that accepts the text as an
        // argument, and returns the hash value.
        hashGenerator: "compact",

        // **highlightDefault**: Accepts a boolean: true or false
        // Set's the first TOC item as active if no other TOC item is active.
        highlightDefault: true

      },

      // _Create
      // -------
      //      Constructs the plugin.  Only called once.
      _create: function() {

        var self = this;

        self.extendPageScroll = true;

        // Internal array that keeps track of all TOC items (Helps to recognize if there are duplicate TOC item strings)
        self.items = [];

        // Generates the HTML for the dynamic table of contents
        self._generateToc();

        // Adds CSS classes to the newly generated table of contents HTML
        self._addCSSClasses();

        self.webkit = (function() {

          for (var prop in window) {

            if (prop) {

              if (prop.toLowerCase().indexOf("webkit") !== -1) {

                return true;

              }

            }

          }

          return false;

        }());

        // Adds jQuery event handlers to the newly generated table of contents
        self._setEventHandlers();

        // Binding to the Window load event to make sure the correct scrollTop is calculated
        $(window).on("load", function() {

          // Sets the active TOC item
          self._setActiveElement(true);

          // Once all animations on the page are complete, this callback function will be called
          $("html, body").promise().done(function() {

            setTimeout(function() {

              self.extendPageScroll = false;

            }, 0);

          });

        });

      },

      // _generateToc
      // ------------
      //      Generates the HTML for the dynamic table of contents
      _generateToc: function() {

        // _Local variables_

        // Stores the plugin context in the self variable
        var self = this,

          // All of the HTML tags found within the context provided (i.e. body) that match the top level jQuery selector above
          firstElem,

          // Instantiated variable that will store the top level newly created unordered list DOM element
          ul,
          ignoreSelector = self.options.ignoreSelector;


        // Determine the element to start the toc with
        // get all the top level selectors
        firstElem = [];
        var selectors = this.options.selectors.replace(/ /g, "").split(",");
        // find the first set that have at least one non-ignored element
        for(var i = 0; i < selectors.length; i++) {
          var foundSelectors = $(this.options.context).find(selectors[i]);
          for (var s = 0; s < foundSelectors.length; s++) {
            if (!$(foundSelectors[s]).is(ignoreSelector)) {
              firstElem = foundSelectors;
              break;
            }
          }
          if (firstElem.length> 0)
            break;
        }

        if (!firstElem.length) {

          self.element.addClass(hideTocClassName);

          return;

        }

        self.element.addClass(tocClassName);

        // Loops through each top level selector
        firstElem.each(function(index) {

          //If the element matches the ignoreSelector then we skip it
          if ($(this).is(ignoreSelector)) {
            return;
          }

          // Creates an unordered list HTML element and adds a dynamic ID and standard class name
          ul = $("<ul/>", {
            "id": headerClassName + index,
            "class": headerClassName
          }).

          // Appends a top level list item HTML element to the previously created HTML header
          append(self._nestElements($(this), index));

          // Add the created unordered list element to the HTML element calling the plugin
          self.element.append(ul);

          // Finds all of the HTML tags between the header and subheader elements
          $(this).nextUntil(this.nodeName.toLowerCase()).each(function() {

            // If there are no nested subheader elemements
            if ($(this).find(self.options.selectors).length === 0) {

              // Loops through all of the subheader elements
              $(this).filter(self.options.selectors).each(function() {

                //If the element matches the ignoreSelector then we skip it
                if ($(this).is(ignoreSelector)) {
                  return;
                }

                self._appendSubheaders.call(this, self, ul);

              });

            }

            // If there are nested subheader elements
            else {

              // Loops through all of the subheader elements
              $(this).find(self.options.selectors).each(function() {

                //If the element matches the ignoreSelector then we skip it
                if ($(this).is(ignoreSelector)) {
                  return;
                }

                self._appendSubheaders.call(this, self, ul);

              });

            }

          });

        });

      },

      _setActiveElement: function(pageload) {

        var self = this,

          hash = window.location.hash.substring(1),

          elem = self.element.find('li[data-unique="' + hash + '"]');

        if (hash.length) {

          // Removes highlighting from all of the list item's
          self.element.find("." + self.focusClass).removeClass(self.focusClass);

          // Highlights the current list item that was clicked
          elem.addClass(self.focusClass);

          // Triggers the click event on the currently focused TOC item
          elem.click();

        } else {

          // Removes highlighting from all of the list item's
          self.element.find("." + self.focusClass).removeClass(self.focusClass);

          if (!hash.length && pageload && self.options.highlightDefault) {

            // Highlights the first TOC item if no other items are highlighted
            self.element.find(itemClass).first().addClass(self.focusClass);

          }

        }

        return self;

      },

      // _nestElements
      // -------------
      //      Helps create the table of contents list by appending nested list items
      _nestElements: function(self, index) {

        var arr, item, hashValue;

        arr = $.grep(this.items, function(item) {

          return item === self.text();

        });

        // If there is already a duplicate TOC item
        if (arr.length) {

          // Adds the current TOC item text and index (for slight randomization) to the internal array
          this.items.push(self.text() + index);

        }

        // If there not a duplicate TOC item
        else {

          // Adds the current TOC item text to the internal array
          this.items.push(self.text());

        }

        hashValue = this._generateHashValue(arr, self, index);

        // Appends a list item HTML element to the last unordered list HTML element found within the HTML element calling the plugin
        item = $("<li/>", {

          // Sets a common class name to the list item
          "class": itemClassName,

          "data-unique": hashValue

        });

        if (this.options.theme !== "bootstrap3") {

          item.append($("<a/>", {

            "html": self.html()

          }));

        } else {

          item.html(self.html());

        }

        // Adds an HTML anchor tag before the currently traversed HTML element
        self.before($("<div/>", {

          // Sets a name attribute on the anchor tag to the text of the currently traversed HTML element (also making sure that all whitespace is replaced with an underscore)
          "name": hashValue,

          "data-unique": hashValue

        }));

        return item;

      },

      // _generateHashValue
      // ------------------
      //      Generates the hash value that will be used to refer to each item.
      _generateHashValue: function(arr, self, index) {

        var hashValue = "",
          hashGeneratorOption = this.options.hashGenerator;

        if (hashGeneratorOption === "pretty") {

          // prettify the text
          hashValue = self.text().toLowerCase().replace(/\s/g, "-");

          // fix double hyphens
          while (hashValue.indexOf("--") > -1) {
            hashValue = hashValue.replace(/--/g, "-");
          }

          // fix colon-space instances
          while (hashValue.indexOf(":-") > -1) {
            hashValue = hashValue.replace(/:-/g, "-");
          }

        } else if (typeof hashGeneratorOption === "function") {

          // call the function
          hashValue = hashGeneratorOption(self.text(), self);

        } else {

          // compact - the default
          hashValue = self.text().replace(/\s/g, "");

        }

        // add the index if we need to
        if (arr.length) {
          hashValue += "" + index;
        }

        // return the value
        return hashValue;

      },

      // _appendElements
      // ---------------
      //      Helps create the table of contents list by appending subheader elements

      _appendSubheaders: function(self, ul) {

        // The current element index
        var index = $(this).index(self.options.selectors),

          // Finds the previous header DOM element
          previousHeader = $(self.options.selectors).eq(index - 1),

          currentTagName = +$(this).prop("tagName").charAt(1),

          previousTagName = +previousHeader.prop("tagName").charAt(1),

          lastSubheader;

        // If the current header DOM element is smaller than the previous header DOM element or the first subheader
        if (currentTagName < previousTagName) {

          // Selects the last unordered list HTML found within the HTML element calling the plugin
          self.element.find(subheaderClass + "[data-tag=" + currentTagName + "]").last().append(self._nestElements($(this), index));

        }

        // If the current header DOM element is the same type of header(eg. h4) as the previous header DOM element
        else if (currentTagName === previousTagName) {

          ul.find(itemClass).last().after(self._nestElements($(this), index));

        } else {

          // Selects the last unordered list HTML found within the HTML element calling the plugin
          ul.find(itemClass).last().

          // Appends an unorderedList HTML element to the dynamic `unorderedList` variable and sets a common class name
          after($("<ul/>", {

            "class": subheaderClassName,

            "data-tag": currentTagName

          })).next(subheaderClass).

          // Appends a list item HTML element to the last unordered list HTML element found within the HTML element calling the plugin
          append(self._nestElements($(this), index));
        }

      },

      // _setEventHandlers
      // ----------------
      //      Adds jQuery event handlers to the newly generated table of contents
      _setEventHandlers: function() {

        // _Local variables_

        // Stores the plugin context in the self variable
        var self = this,

          // Instantiates a new variable that will be used to hold a specific element's context
          $self,

          // Instantiates a new variable that will be used to determine the smoothScroll animation time duration
          duration;

        // Event delegation that looks for any clicks on list item elements inside of the HTML element calling the plugin
        this.element.on("click.tocify", "li", function(event) {

          if (self.options.history) {

            window.location.hash = $(this).attr("data-unique");

          }

          // Removes highlighting from all of the list item's
          self.element.find("." + self.focusClass).removeClass(self.focusClass);

          // Highlights the current list item that was clicked
          $(this).addClass(self.focusClass);

          // If the showAndHide option is true
          if (self.options.showAndHide) {

            var elem = $('li[data-unique="' + $(this).attr("data-unique") + '"]');

            self._triggerShow(elem);

          }

          self._scrollTo($(this));

        });

        // Mouseenter and Mouseleave event handlers for the list item's within the HTML element calling the plugin
        this.element.find("li").on({

          // Mouseenter event handler
          "mouseenter.tocify": function() {

            // Adds a hover CSS class to the current list item
            $(this).addClass(self.hoverClass);

            // Makes sure the cursor is set to the pointer icon
            $(this).css("cursor", "pointer");

          },

          // Mouseleave event handler
          "mouseleave.tocify": function() {

            if (self.options.theme !== "bootstrap") {

              // Removes the hover CSS class from the current list item
              $(this).removeClass(self.hoverClass);

            }

          }
        });

        // only attach handler if needed (expensive in IE)
        if (self.options.extendPage || self.options.highlightOnScroll || self.options.scrollHistory || self.options.showAndHideOnScroll) {
          // Window scroll event handler
          $(window).on("scroll.tocify", function() {

            // Once all animations on the page are complete, this callback function will be called
            $("html, body").promise().done(function() {

              // Local variables

              // Stores how far the user has scrolled
              var winScrollTop = $(window).scrollTop(),

                // Stores the height of the window
                winHeight = $(window).height(),

                // Stores the height of the document
                docHeight = $(document).height(),

                scrollHeight = $("body")[0].scrollHeight,

                // Instantiates a variable that will be used to hold a selected HTML element
                elem,

                lastElem,

                lastElemOffset,

                currentElem;

              if (self.options.extendPage) {

                // If the user has scrolled to the bottom of the page and the last toc item is not focused
                if ((self.webkit && winScrollTop >= scrollHeight - winHeight - self.options.extendPageOffset) || (!self.webkit && winHeight + winScrollTop > docHeight - self.options.extendPageOffset)) {

                  if (!$(extendPageClass).length) {

                    lastElem = $('div[data-unique="' + $(itemClass).last().attr("data-unique") + '"]');

                    if (!lastElem.length) return;

                    // Gets the top offset of the page header that is linked to the last toc item
                    lastElemOffset = lastElem.offset().top;

                    // Appends a div to the bottom of the page and sets the height to the difference of the window scrollTop and the last element's position top offset
                    $(self.options.context).append($("<div/>", {

                      "class": extendPageClassName,

                      "height": Math.abs(lastElemOffset - winScrollTop) + "px",

                      "data-unique": extendPageClassName

                    }));

                    if (self.extendPageScroll) {

                      currentElem = self.element.find('li.' + self.focusClass);

                      self._scrollTo($('div[data-unique="' + currentElem.attr("data-unique") + '"]'));

                    }

                  }

                }

              }

              // The zero timeout ensures the following code is run after the scroll events
              setTimeout(function() {

                // _Local variables_

                // Stores the distance to the closest anchor
                var closestAnchorDistance = null,

                  // Stores the index of the closest anchor
                  closestAnchorIdx = null,

                  // Keeps a reference to all anchors
                  anchors = $(self.options.context).find("div[data-unique]"),

                  anchorText;

                // Determines the index of the closest anchor
                anchors.each(function(idx) {
                  var distance = Math.abs(($(this).next().length ? $(this).next() : $(this)).offset().top - winScrollTop - self.options.highlightOffset);
                  if (closestAnchorDistance == null || distance < closestAnchorDistance) {
                    closestAnchorDistance = distance;
                    closestAnchorIdx = idx;
                  } else {
                    return false;
                  }
                });

                anchorText = $(anchors[closestAnchorIdx]).attr("data-unique");

                // Stores the list item HTML element that corresponds to the currently traversed anchor tag
                elem = $('li[data-unique="' + anchorText + '"]');

                // If the `highlightOnScroll` option is true and a next element is found
                if (self.options.highlightOnScroll && elem.length) {

                  // Removes highlighting from all of the list item's
                  self.element.find("." + self.focusClass).removeClass(self.focusClass);

                  // Highlights the corresponding list item
                  elem.addClass(self.focusClass);

                }

                if (self.options.scrollHistory) {

                  if (window.location.hash !== "#" + anchorText) {

                    window.location.replace("#" + anchorText);

                  }
                }

                // If the `showAndHideOnScroll` option is true
                if (self.options.showAndHideOnScroll && self.options.showAndHide) {

                  self._triggerShow(elem, true);

                }

              }, 0);

            });

          });
        }

      },

      // Show
      // ----
      //      Opens the current sub-header
      show: function(elem, scroll) {

        // Stores the plugin context in the `self` variable
        var self = this,
          element = elem;

        // If the sub-header is not already visible
        if (!elem.is(":visible")) {

          // If the current element does not have any nested subheaders, is not a header, and its parent is not visible
          if (!elem.find(subheaderClass).length && !elem.parent().is(headerClass) && !elem.parent().is(":visible")) {

            // Sets the current element to all of the subheaders within the current header
            elem = elem.parents(subheaderClass).add(elem);

          }

          // If the current element does not have any nested subheaders and is not a header
          else if (!elem.children(subheaderClass).length && !elem.parent().is(headerClass)) {

            // Sets the current element to the closest subheader
            elem = elem.closest(subheaderClass);

          }

          //Determines what jQuery effect to use
          switch (self.options.showEffect) {

            //Uses `no effect`
            case "none":

              elem.show();

              break;

              //Uses the jQuery `show` special effect
            case "show":

              elem.show(self.options.showEffectSpeed);

              break;

              //Uses the jQuery `slideDown` special effect
            case "slideDown":

              elem.slideDown(self.options.showEffectSpeed);

              break;

              //Uses the jQuery `fadeIn` special effect
            case "fadeIn":

              elem.fadeIn(self.options.showEffectSpeed);

              break;

              //If none of the above options were passed, then a `jQueryUI show effect` is expected
            default:

              elem.show();

              break;

          }

        }

        // If the current subheader parent element is a header
        if (elem.parent().is(headerClass)) {

          // Hides all non-active sub-headers
          self.hide($(subheaderClass).not(elem));

        }

        // If the current subheader parent element is not a header
        else {

          // Hides all non-active sub-headers
          self.hide($(subheaderClass).not(elem.closest(headerClass).find(subheaderClass).not(elem.siblings())));

        }

        // Maintains chainablity
        return self;

      },

      // Hide
      // ----
      //      Closes the current sub-header
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<script>

/**
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 *
 * @author Aidan Lister <aidan@php.net>
 * adapted by Ruben Arslan to activate parent tabs too
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<h1 class="title toc-ignore">Example evaluations of the dimethenamid data from 2018</h1>
<h4 class="author">Johannes Ranke</h4>
<h4 class="date">Last change 27 September 2021, built on 27 Sep 2021</h4>

</div>


<p><a href="http://www.jrwb.de">Wissenschaftlicher Berater, Kronacher Str. 12, 79639 Grenzach-Wyhlen, Germany</a></p>
<div id="introduction" class="section level1">
<h1>Introduction</h1>
<p>During the preparation of the journal article on nonlinear mixed-effects models in degradation kinetics <span class="citation">(Ranke et al. 2021)</span> and the analysis of the dimethenamid degradation data analysed therein, a need for a more detailed analysis using not only nlme and saemix, but also nlmixr for fitting the mixed-effects models was identified, as many model variants do not converge when fitted with nlme, and not all relevant error models can be fitted with saemix.</p>
<p>This vignette is an attempt to satisfy this need.</p>
</div>
<div id="data" class="section level1">
<h1>Data</h1>
<p>Residue data forming the basis for the endpoints derived in the conclusion on the peer review of the pesticide risk assessment of dimethenamid-P published by the European Food Safety Authority (EFSA) in 2018 <span class="citation">(EFSA 2018)</span> were transcribed from the risk assessment report <span class="citation">(Rapporteur Member State Germany, Co-Rapporteur Member State Bulgaria 2018)</span> which can be downloaded from the Open EFSA repository <a href="https://open.efsa.europa.eu">https://open.efsa.europa.eu/study-inventory/EFSA-Q-2014-00716</a>.</p>
<p>The data are <a href="https://pkgdown.jrwb.de/mkin/reference/dimethenamid_2018.html">available in the mkin package</a>. The following code (hidden by default, please use the button to the right to show it) treats the data available for the racemic mixture dimethenamid (DMTA) and its enantiomer dimethenamid-P (DMTAP) in the same way, as no difference between their degradation behaviour was identified in the EU risk assessment. The observation times of each dataset are multiplied with the corresponding normalisation factor also available in the dataset, in order to make it possible to describe all datasets with a single set of parameters.</p>
<p>Also, datasets observed in the same soil are merged, resulting in dimethenamid (DMTA) data from six soils.</p>
<pre class="r"><code>library(mkin, quietly = TRUE)
dmta_ds &lt;- lapply(1:7, function(i) {
  ds_i &lt;- dimethenamid_2018$ds[[i]]$data
  ds_i[ds_i$name == &quot;DMTAP&quot;, &quot;name&quot;] &lt;-  &quot;DMTA&quot;
  ds_i$time &lt;- ds_i$time * dimethenamid_2018$f_time_norm[i]
  ds_i
})
names(dmta_ds) &lt;- sapply(dimethenamid_2018$ds, function(ds) ds$title)
dmta_ds[[&quot;Elliot&quot;]] &lt;- rbind(dmta_ds[[&quot;Elliot 1&quot;]], dmta_ds[[&quot;Elliot 2&quot;]])
dmta_ds[[&quot;Elliot 1&quot;]] &lt;- NULL
dmta_ds[[&quot;Elliot 2&quot;]] &lt;- NULL</code></pre>
</div>
<div id="parent-degradation" class="section level1">
<h1>Parent degradation</h1>
<p>We evaluate the observed degradation of the parent compound using simple exponential decline (SFO) and biexponential decline (DFOP), using constant variance (const) and a two-component variance (tc) as error models.</p>
<div id="separate-evaluations" class="section level2">
<h2>Separate evaluations</h2>
<p>As a first step, to get a visual impression of the fit of the different models, we do separate evaluations for each soil using the mmkin function from the mkin package:</p>
<pre class="r"><code>f_parent_mkin_const &lt;- mmkin(c(&quot;SFO&quot;, &quot;DFOP&quot;), dmta_ds,
  error_model = &quot;const&quot;, quiet = TRUE)
f_parent_mkin_tc &lt;- mmkin(c(&quot;SFO&quot;, &quot;DFOP&quot;), dmta_ds,
  error_model = &quot;tc&quot;, quiet = TRUE)</code></pre>
<p>The plot of the individual SFO fits shown below suggests that at least in some datasets the degradation slows down towards later time points, and that the scatter of the residuals error is smaller for smaller values (panel to the right):</p>
<pre class="r"><code>plot(mixed(f_parent_mkin_const[&quot;SFO&quot;, ]))</code></pre>
<p><img src="data:image/png;base64,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" /><!-- --></p>
<p>Using biexponential decline (DFOP) results in a slightly more random scatter of the residuals:</p>
<pre class="r"><code>plot(mixed(f_parent_mkin_const[&quot;DFOP&quot;, ]))</code></pre>
<p><img src="data:image/png;base64,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" /><!-- --></p>
<p>The population curve (bold line) in the above plot results from taking the mean of the individual transformed parameters, i.e. of log k1 and log k2, as well as of the logit of the g parameter of the DFOP model). Here, this procedure does not result in parameters that represent the degradation well, because in some datasets the fitted value for k2 is extremely close to zero, leading to a log k2 value that dominates the average. This is alleviated if only rate constants that pass the t-test for significant difference from zero (on the untransformed scale) are considered in the averaging:</p>
<pre class="r"><code>plot(mixed(f_parent_mkin_const[&quot;DFOP&quot;, ]), test_log_parms = TRUE)</code></pre>
<p><img src="data:image/png;base64,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" /><!-- --></p>
<p>While this is visually much more satisfactory, such an average procedure could introduce a bias, as not all results from the individual fits enter the population curve with the same weight. This is where nonlinear mixed-effects models can help out by treating all datasets with equally by fitting a parameter distribution model together with the degradation model and the error model (see below).</p>
<p>The remaining trend of the residuals to be higher for higher predicted residues is reduced by using the two-component error model:</p>
<pre class="r"><code>plot(mixed(f_parent_mkin_tc[&quot;DFOP&quot;, ]), test_log_parms = TRUE)</code></pre>
<p><img src="data:image/png;base64,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" /><!-- --></p>
</div>
<div id="nonlinear-mixed-effects-models" class="section level2">
<h2>Nonlinear mixed-effects models</h2>
<p>Instead of taking a model selection decision for each of the individual fits, we fit nonlinear mixed-effects models (using different fitting algorithms as implemented in different packages) and do model selection using all available data at the same time. In order to make sure that these decisions are not unduly influenced by the type of algorithm used, by implementation details or by the use of wrong control parameters, we compare the model selection results obtained with different R packages, with different algorithms and checking control parameters.</p>
<div id="nlme" class="section level3">
<h3>nlme</h3>
<p>The nlme package was the first R extension providing facilities to fit nonlinear mixed-effects models. We would like to do model selection from all four combinations of degradation models and error models based on the AIC. However, fitting the DFOP model with constant variance and using default control parameters results in an error, signalling that the maximum number of 50 iterations was reached, potentially indicating overparameterisation. Nevertheless, the algorithm converges when the two-component error model is used in combination with the DFOP model. This can be explained by the fact that the smaller residues observed at later sampling times get more weight when using the two-component error model which will counteract the tendency of the algorithm to try parameter combinations unsuitable for fitting these data.</p>
<pre class="r"><code>library(nlme)
f_parent_nlme_sfo_const &lt;- nlme(f_parent_mkin_const[&quot;SFO&quot;, ])
# f_parent_nlme_dfop_const &lt;- nlme(f_parent_mkin_const[&quot;DFOP&quot;, ])
f_parent_nlme_sfo_tc &lt;- nlme(f_parent_mkin_tc[&quot;SFO&quot;, ])
f_parent_nlme_dfop_tc &lt;- nlme(f_parent_mkin_tc[&quot;DFOP&quot;, ])</code></pre>
<p>Note that a certain degree of overparameterisation is also indicated by a warning obtained when fitting DFOP with the two-component error model (‘false convergence’ in the ‘LME step’ in iteration 3). However, as this warning does not occur in later iterations, and specifically not in the last of the 6 iterations, we can ignore this warning.</p>
<p>The model comparison function of the nlme package can directly be applied to these fits showing a much lower AIC for the DFOP model fitted with the two-component error model. Also, the likelihood ratio test indicates that this difference is significant as the p-value is below 0.0001.</p>
<pre class="r"><code>anova(
  f_parent_nlme_sfo_const, f_parent_nlme_sfo_tc, f_parent_nlme_dfop_tc
)</code></pre>
<pre><code>                        Model df    AIC    BIC  logLik   Test L.Ratio p-value
f_parent_nlme_sfo_const     1  5 796.60 811.82 -393.30                       
f_parent_nlme_sfo_tc        2  6 798.60 816.86 -393.30 1 vs 2    0.00   0.998
f_parent_nlme_dfop_tc       3 10 671.91 702.34 -325.96 2 vs 3  134.69  &lt;.0001</code></pre>
<p>In addition to these fits, attempts were also made to include correlations between random effects by using the log Cholesky parameterisation of the matrix specifying them. The code used for these attempts can be made visible below.</p>
<pre class="r"><code>f_parent_nlme_sfo_const_logchol &lt;- nlme(f_parent_mkin_const[&quot;SFO&quot;, ],
  random = nlme::pdLogChol(list(DMTA_0 ~ 1, log_k_DMTA ~ 1)))
anova(f_parent_nlme_sfo_const, f_parent_nlme_sfo_const_logchol)
f_parent_nlme_sfo_tc_logchol &lt;- nlme(f_parent_mkin_tc[&quot;SFO&quot;, ],
  random = nlme::pdLogChol(list(DMTA_0 ~ 1, log_k_DMTA ~ 1)))
anova(f_parent_nlme_sfo_tc, f_parent_nlme_sfo_tc_logchol)
f_parent_nlme_dfop_tc_logchol &lt;- nlme(f_parent_mkin_const[&quot;DFOP&quot;, ],
  random = nlme::pdLogChol(list(DMTA_0 ~ 1, log_k1 ~ 1, log_k2 ~ 1, g_qlogis ~ 1)))
anova(f_parent_nlme_dfop_tc, f_parent_nlme_dfop_tc_logchol)</code></pre>
<p>While the SFO variants converge fast, the additional parameters introduced by this lead to convergence warnings for the DFOP model. The model comparison clearly show that adding correlations between random effects does not improve the fits.</p>
<p>The selected model (DFOP with two-component error) fitted to the data assuming no correlations between random effects is shown below.</p>
<pre class="r"><code>plot(f_parent_nlme_dfop_tc)</code></pre>
<p><img 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" /><!-- --></p>
</div>
<div id="saemix" class="section level3">
<h3>saemix</h3>
<p>The saemix package provided the first Open Source implementation of the Stochastic Approximation to the Expectation Maximisation (SAEM) algorithm. SAEM fits of degradation models can be conveniently performed using an interface to the saemix package available in current development versions of the mkin package.</p>
<p>The corresponding SAEM fits of the four combinations of degradation and error models are fitted below. As there is no convergence criterion implemented in the saemix package, the convergence plots need to be manually checked for every fit. As we will compare the SAEM implementation of saemix to the results obtained using the nlmixr package later, we define control settings that work well for all the parent data fits shown in this vignette.</p>
<pre class="r"><code>library(saemix)
saemix_control &lt;- saemixControl(nbiter.saemix = c(800, 300), nb.chains = 15,
    print = FALSE, save = FALSE, save.graphs = FALSE, displayProgress = FALSE)
saemix_control_10k &lt;- saemixControl(nbiter.saemix = c(10000, 1000), nb.chains = 15,
    print = FALSE, save = FALSE, save.graphs = FALSE, displayProgress = FALSE)</code></pre>
<p>The convergence plot for the SFO model using constant variance is shown below.</p>
<pre class="r"><code>f_parent_saemix_sfo_const &lt;- mkin::saem(f_parent_mkin_const[&quot;SFO&quot;, ], quiet = TRUE,
  control = saemix_control, transformations = &quot;saemix&quot;)
plot(f_parent_saemix_sfo_const$so, plot.type = &quot;convergence&quot;)</code></pre>
<p><img src="data:image/png;base64,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" /><!-- --></p>
<p>Obviously the default number of iterations is sufficient to reach convergence. This can also be said for the SFO fit using the two-component error model.</p>
<pre class="r"><code>f_parent_saemix_sfo_tc &lt;- mkin::saem(f_parent_mkin_tc[&quot;SFO&quot;, ], quiet = TRUE,
  control = saemix_control, transformations = &quot;saemix&quot;)
plot(f_parent_saemix_sfo_tc$so, plot.type = &quot;convergence&quot;)</code></pre>
<p><img src="data:image/png;base64,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" /><!-- --></p>
<p>When fitting the DFOP model with constant variance (see below), parameter convergence is not as unambiguous.</p>
<pre class="r"><code>f_parent_saemix_dfop_const &lt;- mkin::saem(f_parent_mkin_const[&quot;DFOP&quot;, ], quiet = TRUE,
  control = saemix_control, transformations = &quot;saemix&quot;)
plot(f_parent_saemix_dfop_const$so, plot.type = &quot;convergence&quot;)</code></pre>
<p><img 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" /><!-- --></p>
<p>This is improved when the DFOP model is fitted with the two-component error model. Convergence of the variance of k2 is enhanced, it remains more or less stable already after 200 iterations of the first phase.</p>
<pre class="r"><code>f_parent_saemix_dfop_tc &lt;- mkin::saem(f_parent_mkin_tc[&quot;DFOP&quot;, ], quiet = TRUE,
  control = saemix_control, transformations = &quot;saemix&quot;)
plot(f_parent_saemix_dfop_tc$so, plot.type = &quot;convergence&quot;)</code></pre>
<p><img 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" /><!-- --></p>
<p>We also check if using many more iterations (10 000 for the first and 1000 for the second phase) improve the result in a significant way. The AIC values obtained are compared further below.</p>
<pre class="r"><code>f_parent_saemix_dfop_tc_10k &lt;- mkin::saem(f_parent_mkin_tc[&quot;DFOP&quot;, ], quiet = TRUE,
  control = saemix_control_10k, transformations = &quot;saemix&quot;)
plot(f_parent_saemix_dfop_tc_10k$so, plot.type = &quot;convergence&quot;)</code></pre>
<p><img 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" /><!-- --></p>
<p>An alternative way to fit DFOP in combination with the two-component error model is to use the model formulation with transformed parameters as used per default in mkin.</p>
<pre class="r"><code>f_parent_saemix_dfop_tc_mkin &lt;- mkin::saem(f_parent_mkin_tc[&quot;DFOP&quot;, ], quiet = TRUE,
  control = saemix_control, transformations = &quot;mkin&quot;)
plot(f_parent_saemix_dfop_tc_mkin$so, plot.type = &quot;convergence&quot;)</code></pre>
<p><img 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" /><!-- --></p>
<p>As the convergence plots do not clearly indicate that the algorithm has converged, we again use a much larger number of iterations, which leads to satisfactory convergence (see below).</p>
<pre class="r"><code>f_parent_saemix_dfop_tc_mkin_10k &lt;- mkin::saem(f_parent_mkin_tc[&quot;DFOP&quot;, ], quiet = TRUE,
  control = saemix_control_10k, transformations = &quot;mkin&quot;)
plot(f_parent_saemix_dfop_tc_mkin_10k$so, plot.type = &quot;convergence&quot;)</code></pre>
<p><img 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" /><!-- --></p>
<p>The four combinations (SFO/const, SFO/tc, DFOP/const and DFOP/tc), including the variations of the DFOP/tc combination can be compared using the model comparison function of the saemix package:</p>
<pre class="r"><code>AIC_parent_saemix &lt;- saemix::compare.saemix(
  f_parent_saemix_sfo_const$so,
  f_parent_saemix_sfo_tc$so,
  f_parent_saemix_dfop_const$so,
  f_parent_saemix_dfop_tc$so,
  f_parent_saemix_dfop_tc_10k$so,
  f_parent_saemix_dfop_tc_mkin$so,
  f_parent_saemix_dfop_tc_mkin_10k$so)</code></pre>
<pre><code>Likelihoods calculated by importance sampling</code></pre>
<pre class="r"><code>rownames(AIC_parent_saemix) &lt;- c(
  &quot;SFO const&quot;, &quot;SFO tc&quot;, &quot;DFOP const&quot;, &quot;DFOP tc&quot;, &quot;DFOP tc more iterations&quot;,
  &quot;DFOP tc mkintrans&quot;, &quot;DFOP tc mkintrans more iterations&quot;)
print(AIC_parent_saemix)</code></pre>
<pre><code>                                     AIC    BIC
SFO const                         796.37 795.33
SFO tc                            798.37 797.13
DFOP const                        713.16 711.28
DFOP tc                           666.10 664.01
DFOP tc more iterations           666.15 664.06
DFOP tc mkintrans                 682.26 680.17
DFOP tc mkintrans more iterations 666.12 664.04</code></pre>
<p>As in the case of nlme fits, the DFOP model fitted with two-component error (number 4) gives the lowest AIC. Using a much larger number of iterations does not improve the fit a lot. When the mkin transformations are used instead of the saemix transformations, this large number of iterations leads to a goodness of fit that is comparable to the result obtained with saemix transformations.</p>
<p>In order to check the influence of the likelihood calculation algorithms implemented in saemix, the likelihood from Gaussian quadrature is added to the best fit, and the AIC values obtained from the three methods are compared.</p>
<pre class="r"><code>f_parent_saemix_dfop_tc$so &lt;-
  saemix::llgq.saemix(f_parent_saemix_dfop_tc$so)
AIC_parent_saemix_methods &lt;- c(
  is = AIC(f_parent_saemix_dfop_tc$so, method = &quot;is&quot;),
  gq = AIC(f_parent_saemix_dfop_tc$so, method = &quot;gq&quot;),
  lin = AIC(f_parent_saemix_dfop_tc$so, method = &quot;lin&quot;)
)
print(AIC_parent_saemix_methods)</code></pre>
<pre><code>    is     gq    lin 
666.10 666.03 665.48 </code></pre>
<p>The AIC values based on importance sampling and Gaussian quadrature are very similar. Using linearisation is known to be less accurate, but still gives a similar value.</p>
</div>
<div id="nlmixr" class="section level3">
<h3>nlmixr</h3>
<p>In the last years, a lot of effort has been put into the nlmixr package which is designed for pharmacokinetics, where nonlinear mixed-effects models are routinely used, but which can also be used for related data like chemical degradation data. A current development branch of the mkin package provides an interface between mkin and nlmixr. Here, we check if we get equivalent results when using a refined version of the First Order Conditional Estimation (FOCE) algorithm used in nlme, namely the First Order Conditional Estimation with Interaction (FOCEI), and the SAEM algorithm as implemented in nlmixr.</p>
<p>First, the focei algorithm is used for the four model combinations. A number of warnings are produced with unclear significance.</p>
<pre class="r"><code>library(nlmixr)
f_parent_nlmixr_focei_sfo_const &lt;- nlmixr(f_parent_mkin_const[&quot;SFO&quot;, ], est = &quot;focei&quot;)
f_parent_nlmixr_focei_sfo_tc &lt;- nlmixr(f_parent_mkin_tc[&quot;SFO&quot;, ], est = &quot;focei&quot;)
f_parent_nlmixr_focei_dfop_const &lt;- nlmixr(f_parent_mkin_const[&quot;DFOP&quot;, ], est = &quot;focei&quot;)
f_parent_nlmixr_focei_dfop_tc&lt;- nlmixr(f_parent_mkin_tc[&quot;DFOP&quot;, ], est = &quot;focei&quot;)</code></pre>
<pre class="r"><code>aic_nlmixr_focei &lt;- sapply(
  list(f_parent_nlmixr_focei_sfo_const$nm, f_parent_nlmixr_focei_sfo_tc$nm,
    f_parent_nlmixr_focei_dfop_const$nm, f_parent_nlmixr_focei_dfop_tc$nm),
  AIC)</code></pre>
<p>The AIC values are very close to the ones obtained with nlme which are repeated below for convenience.</p>
<pre class="r"><code>aic_nlme &lt;- sapply(
  list(f_parent_nlme_sfo_const, NA, f_parent_nlme_sfo_tc, f_parent_nlme_dfop_tc),
  function(x) if (is.na(x[1])) NA else AIC(x))
aic_nlme_nlmixr_focei &lt;- data.frame(
  &quot;Degradation model&quot; = c(&quot;SFO&quot;, &quot;SFO&quot;, &quot;DFOP&quot;, &quot;DFOP&quot;),
  &quot;Error model&quot; = rep(c(&quot;constant variance&quot;, &quot;two-component&quot;), 2),
  &quot;AIC (nlme)&quot; = aic_nlme,
  &quot;AIC (nlmixr with FOCEI)&quot; = aic_nlmixr_focei,
  check.names = FALSE
)</code></pre>
<p>Secondly, we use the SAEM estimation routine and check the convergence plots. The control parameters also used for the saemix fits are defined beforehand.</p>
<pre class="r"><code>nlmixr_saem_control_800 &lt;- saemControl(logLik = TRUE,
  nBurn = 800, nEm = 300, nmc = 15)
nlmixr_saem_control_1000 &lt;- saemControl(logLik = TRUE,
  nBurn = 1000, nEm = 300, nmc = 15)
nlmixr_saem_control_10k &lt;- saemControl(logLik = TRUE,
  nBurn = 10000, nEm = 1000, nmc = 15)</code></pre>
<p>The we fit SFO with constant variance</p>
<pre class="r"><code>f_parent_nlmixr_saem_sfo_const &lt;- nlmixr(f_parent_mkin_const[&quot;SFO&quot;, ], est = &quot;saem&quot;,
  control = nlmixr_saem_control)
traceplot(f_parent_nlmixr_saem_sfo_const$nm)</code></pre>
<p><img 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uc159Db2+1yNUtDNm7sq2kAYnt76hy++mpvQ8NXmgsgimJX18lg0DOUHEaEXbs+OXu2SXNylo13dp6IxcKac3A6O3bs2MQw8dRRExAIuJzOIbW3hw/vP3LkwFBy6O4+HQj0SEPuvruv+i1dmjp5PB7bsWOTy9WpuQCxWEjZ3mpgBCx49MtHxxRF9/YO8vdbV3dgypSpDof6hgHKs9FoZPv2z9BxUdFEh0NuN8RiEQBoajqu6mY5HVg2xnGM36+9tyccDoqiePLkUc05RKMBvd5rMHRrS44WbnZ1tfX2anTRzPNcPB7y+2ODvUj2rTR1uTpPnkyRcygUGOJDYJiIIAher3wHiEQUF1fY7fL9oAgEAmGcMAICP316ZW3tXqez22az1dbuicUGfAXwPF9bu++HP3xQNaHqWY7jmpv7NgfU6XSCEFOmAgC/3zuULiNRFGIx7d4zWJYRRfD5tM/Y5HmWoqI0HdKWHH1RhcMB9LmjLQdB4GIxdvBjFFEPUiQSTnl3HMeJojiUhyAIvCiK0aj8FSciP3+YvUYQCATCKGIEBL60tHzlyuvff/9tiqJmzZorncrY0HC0oKAg0fi66lm7Pfuxx36S5HI9PV319V994xuXGo3qXv5TEgy6IxF/UdE0bckB4OjRg6IozpunMmaWJi5Xk8WSbbcXaEvOsszevVunT59dWFiiLYd4POL1thUUTFEdG5s8ecbSpTOS59DW1tzS0rh06RXaCgAAvb1dHMfm51dozoFAIBDGDyMg8BzHVVfPXrBgIQA0Nh6XbnR/5MihysrqRAmTnyUQCAQCgYAZAV/0kUj4T3/6fSDgZ5j43r27vvGNxSicZdnm5qbp0wcZgh0dbQwTT3SWQCAQCASCKiMg8NnZjksvvfyll174y19eqK6ePWfOfBTe1taak5OTm5snjfzqqy86nd2JzhIIBAKBQFBlZBzdLFlyyZIll8gCp06d/uijT8gCf/nLXyc5O8555plnvvnNb1588cUjXRCCdjZt2tTV1YV3OyUQCIThgmwXO4r5/e9/v3nz5pEuBWFIvPnmmy+99NJIl4IwRvjnf/7Jr3713yNdCsKFAhH4UYwoirW1tSNdCsKQiEajLMuOdCkIY4RoNJrRJuWEsQ0R+FGMKIper3ekS0EYEpFIhAg8YbigKAp5tSIQgOwmN6oRRZH8mEc7xIInaEMQeGUgTVPIl/tQ8hRFQXMOoihAvz95rTmIkODuzlsO0Ne68pI/6X638Klb3fP/GCmKUt0+gAj8KIYI/KhDEITBvn7R5hzanSQSxic8z7lcTcpwiqLj8ZjTeXoomft8HZrTBoNBAOjpadHsGhwxlFtgmAhFDSkHAAiHveHwQP9oLDYRwAEALBt3OluTp+U4HgB6e7t5XqPvUYTHczbNmGazLTe3VBlOBH50QwR+pOB5DkCUBYqiIIoiz6tb5OvWvf7MM88cP94gDRQEgWUZSRJRFIVEOaQE1QdB4IeQA4f+HUIOPADwPOv1+h966OEXXvhjQUFmHhhFUQAY9BgFgQboEwye53he/uQVOQzpMfZfNIPHeJ43OaRpXW6uildKmqYSnUoHnucCAZfNlmcwaPT7KQguAGdOzkTN+xlGowGGiTocRdqSA4DT6aEoSvNDAIDeXqfJZLVY7DjEaOzbm06nM6TMmWUZgBabLTc3V7Pv0Xgo5MnOLkxzP7pE+08SgR/FEAt+BPH5OlhW7hU/FgtxHOdyNasmOXWqvqOjQ3aWZWOxWEwayHFsNBrQVirUORkMunW6IfUKeL1DseECANDT03L0aMOGDe/fffetixZdpCEf6TPx+20AfQaKx9NqMHDJ07JsDCDhi0gTmQ2XnOLiyjR39hwWKIoym+1q4TSA+ql04DgGAIxGq8lk1ZaDwRAEAJPJpnnLWpaNsWxM8y0AAE3rEz2fNKEol15vlOaA+yNoWpcyZ5qOA4DBYNFcBtTfbjJlDWXbXCACP6ohAj+C2O0FoigfHnO7/QDxRB/4RqNVEETZWYrSSQMDAZdeb7JaNW6CJwgCQJPV6sjNTbA/dCp4ng0EerKzCzSbpAxDAbhycortdhcA2Gx5mdpSkYif4+LZ2YU4JCtroKVyOIpyc1NY8J2dLqPRNDQbrststpvN6e9qf/7UPQk0TSbZEQYgAj+6IT/mkULVxNHpDDTNJfps1+mMgiDIztK0ThoYDLp1OoPmD39UHwwGs+YcULeE0Wg1GMzacjAYfABgNtsNBgsA6PUZFyYej/A8K01llJgxJpPNnKpoNK0bymMEAIBuvd40tBxGAIqiSZtAwJBlcqMYYsGPLgRBQJsXSxnzL3Fs392FBk1TgpCie4MwfiACP4oZ89owxlB9X6IoKlV/bNC/WolU0fMHRVFohRWBAETgRzuk9RxFCIKg1PgxL/DoX8L5gaZJFz1hACLwoxhiwY8ukNQp5Zxl2TfffHMkSnQ+IFX0fEI82RGkEIEfxRCBH12gl6U6DP/RRx+NRInOB6SKnk9omiZj8AQMEfjRDWk9RxH9XmiElIFjAzIGPyKQB07AkGVyoxhiwY8uVLU8Ub/9GICMwQPA2bNnNm/eGIlE5syZd+21q2QOw3t7fR99tKG7u6u4uOTWW+8wmy0pkySHpmkyyY6AGVMCH4+HYzG5799IxA8AgUCPwaDRcQfLxkRR8PudmgvGcXFRhKHkIAh8PB5WGn+CwKeTLcdxABCJ+P1+jQ6ieZ4DgGDQM9iVep87yWg06PdHkucQiwUBxKE8BJaNCUIGL8JqdWhezH0uSNRFnyhwbDCev0EFgd+w4e2bb761rKx8/fpXjx07MnfuAnxWFMU33njt2mtXTZs247PPNtXU7LniimuSJ0kJTVPj/IuKIGVMCbwgcErvoTzPAADHxQE0tqE8z4miqMw5k4IJQ8wBEt4dn062SJ55ntVcBtRMc1ycolQ8dqWTM89zoghDe4x8Ro9REC4sLyWqxvoY7scew7eWJs3NTQ5HzpQp0wBg6dJlhw7VSdW6peW0zWarrKwCgJUrr0f7uCdPkhKKImPwhAHGlMBbLA6LRe7jUxS7ANomTCgzGjVunxAMuiMRf37+JM0F6+pyiaI4lBxcriaLJdtuV25dQKWTLcsyACfs9vz8fI3OO+PxiNfblptbouob2WabkJ8/IXkO0ShPUa6hPITe3i6OY/PzKzTnMLKMzy768Szwfr8vP7/vN1tQUOj390rPer0eq9X63nt/6+rqLCsrv+66G1ImSQlxVUuQMqYEfjzQ3t7OcdzkyZPRn2NSGMYq/b0gKhuljOH3OJ71JhKJmEx9doXRaIpGBw1jRaPR48cb7rjjrn/6p29/8slHn3zy0S23fC95kr/+9aXW1hYAsNnsCxfOV7smFQ4Hd+7cPLSCD2mjVQDYu3frEHNoaDgxxByG/BAG0d09H6AMAAKB3p0796aTpL7+qyFetLEx3ReRn180Z84iZTgR+FHGd77znYKCgs2b++rueG49Rx1JLPgx+R7JJDuLxdLb60PHDBNHc+gwZrO5vLxixowqAFi6dNnrr7+SMsmyZctRj71ery8oyFdekaZpvd5QWTlXW4EFgQsGPVlZuZo3MQsGe7u62qZNq05zn1MlsViQZWNqvZXp0tFxBgBKSydrziEQ6DEaLdKthrKzc9GB2WxN+Xg5jmtuPl5SUmGzadw1iuPi4XCv3Z6XaB9YGbJ6giECP8qoq6u74oor0LEoivF4fGTLM0qprd1bU7Ob47gpU6bdeOMtRuOg5mzt2j91dLSh4yVLLvnWt24closm6Y1XNevHBmPy2yVNcnImHDt2BB17PJ6cnFzpWYdj4E+aptH01eRJKiurk18R7QdfUqJxGIvjGJ2OnTChRPN2sS6XvqurbeLEMs3bxQaDPdFooLBQ+0ic291NUZTmhwAAOh1rtTrs9oFPKGv/8zAajSlzZph4c/Px3Nz8ggKNmzrG42GvVygoKBvidrFkHfxoQrYuThAEhmHGs4WkDaezq6Zm9733Pvzooz8Oh0M1NbtlEXw+709/+stf/OK/fvGL/1q58obhuq7qLPoxb8Fru7WPP95y9OjR4S7R+Wbq1Gler6e7u1MUhbq6/XPn9nWqd3S0MUx82rTpbndPe/tZURQPHKhBs+0SJUkT4qqWIIUI/GhC2cdLjHgN+HzeefMuys52mM2WmTOrcY8ogmEYiqIsFqtOp9fp9IOXBQ6JJAKPAjmOa2/vWL/+rUAgMFwXfffdd1taWoYrNw1o05tf//rZV199ddgLc56had2tt96xceN7L7zwXGFh0fz5F6HwV1990ens1un0t9+++uOP3/+f//n/4vH4ypXXJ0mSJsRVLUEK6aJPBsMwH3/88dVXLx/pgvSBZEBmskejUXPK/bEJEqqqZldVzY5Ewt3dXUePHr788qukZ30+ryiKL774fCAQqKiYdMMN37bZ+pbbxeOxSKRv0pPJZFR6IOF5XhAE2cQoDMMwABCJhKURBIEHAJZlo9HI66+vf+SRR3ieLyoqveEGLT0HqHFnWQZf4qGHHnr00Ud//vOfpZkDx8UZho3FohynUSdYlgGAaDQSi0UBIBaLJXogiYjH4xzHo2eCQhhGB9A39SwWi0ajKXqtBEHgeS7T60phGDYej+l06eZgsaj3aZeXT3roocdkgb/85a/RwaRJUx5++PF0kqQJseAJUojAJ2Pv3r3f/e536+pqSku1z/gYRpDA4x8wUnpiwWujvf3stm2fiqJYUFAoDWdZpqJi8qpVN2ZlZW3c+N4nn3x0220/QKcOHar77LNN6Hj58ssS2fb79+9QDXe5OgHg669rPJ42HIi+GAKB3v37d9TXH0Kv+PjxrwsKsjTfWktLY0tLIzpmGKa19XSiIiXOoVXz1REHD+5qaDgGAKdP12d6dQBgGKarqw0nPHmyCKBvkvChQ/va2lL7QggGwe12ZXpdzVx++SpVFxHnGWLBE6QQgU/IY489tn37dgBgWXaky9IH+unKLPgxvMLqnFJZWV1ZWV1Ts2fz5g9Xr16Dw8vKKm6/fTU6Xrp02fr1r+BT1dWzCwv7nPc5HHaalrsFbG09zbLx6dNnq14xJ+ctAJg+fXZVVRUONJnMAGA2W+bPX1pb2ze7qrx82vz5SzXclCAIR48eLCubkpfX99VC03RBwcT0c+M4JhBwZmcXaZ7d4/G42ttb5s5dHArxAFBWNiXTewmHfTqdLj+/ECfs6BgozKxZFxUXp9Cw06frjUZTRcX0DMs+gNfbYbFkWyzp+kq6ENQdiAVPGAwR+IScPHny+PHjAMDzF8oPRtZFjw7G8ATsc8S+fbutVuuCBQsBoLy84uDBGulZNH++tLQcAHQ6nV4/4OHY4chxOHKS5NzV1SaKQm6uyvolAECulrKysqUR+sf4qdzcfNzNazZbZZmgt6zXp/jBosbdarVJkxsMpkRFwvj9/sWLF7/33nvV1ZUcF8zJmaDZyy/qGM/NzbfZsgHAYslKeXUZNM0DiEajGSe0DaxXAodjQm6uekKMXm8wGlPfdRLicZ/N5rDZUrhvutAgAk+QQibZJQT5l4XzMsP5j3/845NPPpky2rPPPgsKgScWfKY4HI4DB/Z5vZ5YLHbwYG1FxWQUjuY2+/297777Zm+vTxSFAwdqqqpmDdd1VauT9CXiN6t8pw888MBdd92l7aLpVODHH3/81KlT52I6nrZVHmRtiDYoiviiJwxALPiE4N8JmgZ1Ttm7d286bet///d/g0IhiMBnyuzZ8zwe9/r1rzAMM2XKtOuvvwmFv/rqi/fc88CsWXN7e33r1r3M8/zUqdOHcZkc7nEJBALZ2dnSQNnsCqUk9/T0IF/lquzYsePQoUP/9m//pnrRdGqI0+mE4a5LQ3F0I4pE47VALHiCFCLwCZEI/Dn/wfA8n3KunMxwB9JFPwRWrLhyxYorZYF4bvOyZSuWLVsx7BdF7+u11157++23PR6P9JRsdoVSaJPr9Isvvvjuu+/ef//9WVnyqXlpCjyKcy4+FrXpNO4/I2QEmWRHkEK66LPs1cMAACAASURBVBOSpLUddnieP336dFdXVzrlIV30oxT0vtxut9frVX2JuGmWvVOGYU6dOpXkRSfxcp+RwA+vNgzNgheJwGuApimymxwBQwQ+IZLW9nxY8OFwuL29PUkcpcDjtOewZIThA704tBoeL81IZwy+o6Pj5MmTSdQ3if0tCEI6sn0uLPihTGEhZqg2KIoWRfLoCH0QgU/I+eyiV92GJFF50u+if+SRR/72t78NWykJwwGSdlWBTzQGn7KrRtVHHk6bjmyjWnThdNETC14bZLtYghQyBp+Q89xFD2kLvMzRTZLiffbZZ6Iofv/73x+2ghKGgNSCl32WJR+DPw8Cf+4seK1j8ETgkyEIXE/PGWU4RVEcxzmdQ9rv1efr1LyqH3lZ7ulp0enkXiLSRBQFURSHcgsMEwGAoeQgCEI47I1EenFINFoEYAcAlo05ncm6WqH/1+33dwtCWFsB+ofzWtP0r2AyZeXkqGxsQwQ+IUmmNA87qEJkasEjkjTKoiiGwxprGGHYQS8uHQtem8Cr1p8Lf5LdF198wbLsVVddNTiYCHwyKIrOylJZo0/TtCiKqqfSQRD4cNhrNtul7h8yIh5HnhhyhpBDmONimm8BAHQ6JwA1lBxCIY/BYDaZBqas4s3xaFqfMmf06zaZbJrLwHFMNOq3WnOU3rRUSfS0R0bgjxw5tGvXdo7jqqvnrFy5iqLovXt3bdv2qTTOE088lZU14N7iHO3gmQ7nYZlcOl30GNTwnT7d932avFEmAn/hoHkMPqXAJ5HnNNfBnwuBf/rppyENgf/d734XjUZlAk9m0SeHomhVJzw0TYsiaPbPw3FMOOy1WOyat4uNRGIAkJWVq3m7WFHkeZ4Zioshnc5AUdRQcgiHfUajRZoDdjGl0+lT5swwcQAwm22ayxCPh6NRv9XqGOJ2sSMg8E5n15YtHz/wwCN2e/Zbb6378sv9ixdfsmzZ8osvvhRFaGlpPniwRqru0L+DJ9q3W7nJx7ng/EyyYxgmFAql10WPD0QAWLNmTX/xklnwsVhqr92E84PUgsdd9Diwra1NKvDd3d0TJ06UJld90bfddtujjz4q66Jvbm7GW1anacGj78XhFfivv/4a0vhsVZ0GSNRdGxRFnQeDhDBaGIFJdqdONc6YMTM3N0+vNyxefHF9/VEAoCga7c5JUdSOHVtXrbpJmuTc7eCZhPMzye6ZZ55ZsWIFkmHVCzU3N7/zzjvK8iBDEFIJPGkoLxxULXiE1+udP38+rgDvvvvu5MmT8cdZIgteEIS///3vdXV1UoF3Ol3Ll1+xZ88enFY23v/xxx8fPnxYlhUaOh1egVfd/FCJqrFOLHht0DTxZEcYYAQseJ7ncRWkKFq2G3dd3YEpU6bKPH4n2cEzEglv3vwhOi4tLXU45JtDxOMxAGhsPJrpZ0EkEkIHHR1t7e2lbrc/o+RSgkE/ANTXf6U81dR00uNxt7a2AkBzc2NhoUMW4cUX177xxlvbt3+Et++MRiP19V9FIn19783NjUVF6g7SGSYeDPrr679CAtDe3tLT051mmUOhkE3iAVwQeIaJeDzBwd0n30D/dXW11df3JM8wGg2LoqD6ENKEZWOCIDid7jTjl5dPzc5O5jr+PCO14GXiDQC9vb1YXzs6OuLxON4IOJHAo0zQHrU4QjzOAEAoFIL+LzyZwD/11FOXXnrpn//8Z2XZhvdbVnVvJCWqn6Hk21QbFEWTdfAEzAgI/PTplbW1e53ObpvNVlu7B20ajeB5vrZ23w9/+KAsSZIdPEVRxDmwLMNx8p3fBIEDAI5jMxV43NhxHCcIgjLn9BFFEUBUzYFlGUEQ0NJVjmOVcViW4XmB5wcKIIoix7GS4qmk6r8FURB4jmNR/jzPp3kXO3bsevLJ/9i9e6vBYOjPikdlUB0fQVdJnieSn6E8Rp7n0L2nGX9k1wudPHnyrrvu2rp1q93e99EpteCVAi+KIlJlAPD5fCBRdBQnFAp9/fXXCxYswJdobGxE0aQj6Phd44Qygec4ThZyjhaMDE3gSS+9FmiaIo4xCJgREPjS0vKVK69///23KYqaNWuu3z+wFKGh4WhBQYFs9B2S7uCZlWW78857k1yup6ervv6r2bO/gfbySh+zuW+aSWFhcUVFeVHRtEQx4/G4yZQs86NHD4qiOG/eElk4wzCnTrXo9QakmpMnVyo31szP/5im6UmTyn//+7+gEJPJPH/+Urzz2KRJMxJtx2k0Gm02x/z5S1mW2bt366RJ0wsLS5KUE3Po0PFYLDZz5nwsTvF4xOttKyiYojrpo7R08vz5k5Pn2dbW3NLSqG0XVERvbxfHsfn5FZpzOJ+cPn16//79TqdTJvBKC16v1yPF/fLLL1EgNs2lCTs7O2+88cazZ8/iS6xevRoUFjySxSQCrxyVTzR7f4ikKfCq32FkMbc2iKMbgpQREHiO46qrZ6PNOhsbj+fmDswzPHLkUGVltTJJkh08zx1pmjUtLS0zZ878+uuvZ83KeNuxzs7OL7/8cuLEiUk6SFH/AQC43X1d07J2M0lTqNkGGsoKZgJC2a+uasEDgE6nQxos205GJvAA0Nvbi0+9/fbbwWAQVAR+oC6pCrwgCKqz9OHcCHxKqSZd9MMIcVVLkDICAh+JhF955c/33vuw2Wzeu3fXkiWXoHCWZZubm1atGrT+raOjraCg0O/v/eyzzWvWPOhwOIZ3B88kSBQ0Wavn8/lYlnU6nSkFnuO45ubmyspKHIJbwCRNIZ6yIFsHj/90Op3//u///qtf/Qp3p0tvIaNWkuM4p9NZWlpKBD4lHMcoTSVB4EVRYNkYALBsHADi8Qj6EwB4ngMAlmUAIBIJoXBBEPR6PdpqSLbhEE6LcwiHwwwTpSjqxIkTyHwHgM8++xQNW8TjUZaN9X9GxFg21r/mnsE5AADP87IQPOOPYeIch/zwMJqfDM+ji8b6PeSz0mupxecEgZfGEQReEASe5ySPjgbo6zriuDjLpuz2F2R5aroRLv0cDAbzUK41XJDNZghSRkDgs7Mdl156+UsvvWAymRctWjJnznwU3tbWmpOTk5ubJ418rnfwTEKaZg2e0y6KYiAQcDjks+QQHMfddNNNn3/+eSgUwv35WEeTWPApBX7fvn2vvPLKnXfeWV0t7/zIVODXrVv3+OOPB4PBdAReEITx7Oq4t7dL2frH42GO49zuVgAIBHoAwO1ud7ut/Wcj0K/iPl8XiiYInE7X9xhjsYg0t56es2YzjyKjEEEQOjpOms1mt3vAl9aePXtnz64GAI+n3eOZgN6az9ftdrci5Y5GQ+haCI5jIpGgNAQLfDDo6e3tQnen+cmEQgEA8HjOovocCnml11ISj0fxQ5MgxmIDhQwEbACl6NjrbTcaU+ygyLJxAD75dVMSifgiEV/qeAAAUFxcCaDV/dvwQbaLJUgZGUc3S5Zcgg13zNSp0x999AlZ4LnewVOGx+PJy+v7wkhzHTxqTyORyPr16x9//PHvfOc7S5YseeCBBxQ5ez/55BMA+OCDD773ve9J0+IVQYkEvr+7ddAVsfqiDtienp6hC7zf7w+FQjhV8rRbt24VhGvGrcY7HEXK9+XxBAFiEyaUA4DNlgcANlsB+hMAjEYLAHAcDwBW64QJE8p5no/F4njIiecHPXC7vRClzc4OSgKL7Xab3T5oTQfqlbXZ8nNzy9Bbs1hyJkwo7x8I0OMyAAAArdebpCG458BksmVnFwUCzuzsIs0eNli2E8CVm1uGno/F4hh8dTl6vRFAJ40TDvsEQTQas3CgzTbgzysnp2TChBS1urOzx2QyJb9ucny+DrM522KRr8pJjLq6nz17ZvPmjZFIZM6ceddeu0o2R1XVf9dQnHpRFEXG4AkY4qp2gFAoVFJS8sEHH6xatQoytOAPHTqUl5fn8/l27dql7CoHiXg/+eSTmQq8TG5lY/BoTFc2fIvJSOBRVjJf94lIdMVxgmqXLE3raJpGXsCQQOp0BuwUDDXuyFymab3JZO3p6fH7A4WFhSiCbHG8TmdEaQ2GgSmcer3RZLJKQ6D/o4GmDSaTFb01lL8gUAAgCILUMRn6fhscglWHNhrNAGA0mjX3OaMbNxotqCQ6nT6VWzSKoihpnFgsKIoiTetwoPQnZTRakk5pBQCgaRo9AU130IdebxhiDoLAb9jw9s0331pWVr5+/avHjh2ZO3eBNIKq/66hOPWiabJMjjDAODW/VIlEIgzD4HlMaQo8nseEDqLRqKouYtVEE6MikQgoBF71QlK3AbKCIXbs2AEJPg4yteCRwCQfMlDeEUGVRJPspPu2oQeu73eDKRN45SQ7GDyTDoMSSk+h4xdffBEU9SrJJLvm5mZN99pHb2/vokWLUCb4Etom2Y0NRzfNzU0OR86UKdMMBuPSpcsOHz4kPavqv2uITr1omibL5AgYIvADyPx9ZmTB4/YIKXeiaOiA47iJEyd+8MEHaY7By0x2mUGPrphI4JOUHLFz586ioiLUSYst+LTH4AkpkD4lpU7v3r0bJAIvqzxDF3i08iKlwONCdnZ2ooP/9/9+hyfxpY/L5aqrqztz5iw6VhZeFaWWp7m+7sLH7/fl5xegYzRZWHoW++/67W//6+23Xw+FgokC04dMsiNIIV30A8imsksOUlvwuJFKZMFLO9jj8XgwGOzp6dHWRa86Bq/Zgu/o6HC5XOFw2GQyIZ0gAj8sJLLgESgcKTreWBP5i5XFUU0oe/jSXgHlOnilvZ5ymVxjY+PRo0czuFtJPoLARyKRqVOnKguvpKenp7a2dvHixdJAhmFTJhwVRCIRPKPWaDRFo4M+4FT9dyVx6gUAGza8jYbnrVbr3Lkqy3aQwO/fv0NbgUVRFASutbUjzV1KlaClInV1ezTngJaitLScTR01AfF4nKJA80MAAJ5nKYqW7uTmdlcDTASAUCiwf39d8uSo6p46day5+YS2AmT6InJy8mfOnKsMJwI/QGILPpmSoV06sJSyLKvaMEl7LPt9unEy61/bGLy0cUccP378pz/96YYNG9IReFyG559//o9//COkEviXX355+fLlVVVVROCTk47Ao3+xBS8j0ZANJLDg0c6BSk92Sntd9u6UAo+942UE/gXFYnHZdnmJCAaDsoEJ6F9JOAawWCzYFTfDxM1mi/Ssqv+uJE69AKC4uBR9MRiNxtzcfOUV0XaxqqfSQRCEWCxgMtl0Oo3SEI1GGMadk5OneccQlo1xHGOxZGtLDgAej4uiKM0PAQCi0YBeb5ROQ8F+0vR6fcqcBYHv7u6w2bKxt7RM4XkuHg+ZzdlpPsasLPXHRQR+AJlthBsm2epkzIkTJ6qqqtra2kDSaCqHzGW54Zh42B7LMN4/RlYqVc82SSz4Y8eObdq0yev1QhpmEC7D8ePHZb39qml/+tOf/vjHP/7FL35BBD4dkgs8encpBT5lFz3K5+OPP77pppukop5I4HmeD4fDHR0dyCuDUuCV3fjp0P8TGNTlnk4/kCzOmLHgc3ImHDt2BB17PJ6cnFzpWVX/Xcmdei1btjz5FZHAz5gxR5sBzXFMT0/LhAnlmmcXulydPp972rRqzdvFBoM90WigsDCh59CUHDlygKKoykoVizZNnM4mq9Vhtw8IeXa/gJrN1pQ5M0y8u7ujuLiioKBYWwHi8bDX257Ic2j6kDH4ARJZ8O3tnR9/vAVZt5gDBw5UV1efPn1a1s2ePHMYbMHL0m7cuPHmm2+WJcTyL2uFZXqvHOtFCd1ud6IPFGlkaYOuvKLsRtLZ3JaQjgWPhDknR31HHFWBRyvfVC34/lMDaWVVGoFmgfzhD3+44oorZPmnKfAHDx5M8hWL3NRIL5coH5DUVWkg2k57DAj81KnTvF5Pd3enKAp1dfvnzu3z+dHR0cYwcb+/99133+zt9YmigP13qQamD033rZsY9nshjEbGtQUfCoXef//9O++8E33typQSty+nTp1yu12ff/4Pq9V67719fu+RsRuJRGRWuDThBx98kJ2dfdVVV4Gknx9b5FjgcUtaU1PjcrkU27gJsvxVjZ5EAl9fX79z584rr7wi0UPAAi/9BEki8KIoJvG7R8CkL/AXX3xxTU2NMgdVgd+0adPMmTNlD1+6x3w6XfQ8z0ejUbzQMaMu+qampiVLlnzxxRfLl8utSUknlvw5JCKBwI8RC56mdbfeesfGje+xLDtzZtX8+Reh8CT+u4bo1Av16AqCgCd2EMYz40Lgw+Hwt7/9nb/85S9lZWXS8O3bt999993XXHNNcXFxNBpFne3K5T3IS10oFNq+fTsWeJmuSy14fPDcc88VFxcjgcfeJ1QteHQKbSYWDAaVAq80idIUeFC4IpeB4rhcLtSlD0Tgh4mUAh+NRtFEtkQ7FakKPFJl1S76/lWOA2mTCLxUwjOy4FE/gaoXhP7LCVJfK2n2bElJtBRlNFJePumhhx6TBSb33zUUp15I4HmeV/XGQRhvjIsu+p4ezyeffPL111/LwqVrkX/zm99ce+21oGbBK6e54eOGhgbZRDlpNJZlJWaxfAweZ4vjSBfHyy4kivJWOH2BTw6Ks3r16o0bN+KsiMAPF4m+rnie/9nPfvbqq68CANr0XTUOOkg5Bi+9Vppj8DzPBwKB//3f/4VBThtTW/DS6YEy+isGr/ylJEK1prndHgA4e/asbFyMkBJpZySBMC4EHjUfaI9tKVKhwrN5VWfRK41mdNzc3JxETbGNDpK1dspZ9KqllRVSFAVJVula8KoZql4Ou/cBtU8cAPjb397++uujIPlAIY1IclJa8GvXrgWArKys+fPnq+Zw4MABZWCaAi+deqkq8OhUU1MTgPzbEZJa8Kp5ym45fYFXrczhcAQA9u3b99hjjynn2BOSQASeIGUcCbyy309qQGNLKyMLHnluh8Fj2MqEILHg8bWk8q8sFUY5Bp+pBa+8SjAYxIO+6Kx0Ar903AEHPv30M++99yEQCz5tUgo8eoBmszkrK0s1h2effVY1ISR4+Gla8KIoYgPd7/eDmsDzvBaBx7PopbVdwyQ7qecJUs0yAg29k4dGQIwLgUdIK/3mzZu7urqkTRU2FJRj8EkEvra2NskY/GALfuDqeEpURgIfCARlIdJoSiFJIvBvvvnm5ZdfLo0sFXjVLnppNwaZRZ+S999/f8uWLZBU4NGfBoMh0Xwo1aXkyS34I0eOPP307yCpwKNZ9CgQudZRCrwoCokGF9IQ+KF20Sd6aISUIAtewxJHwphkXEyyQ0gF6e67777zzjuXLl0KqSz4RYsWxePyycb4GLu1kVrYKQU+Iwu+/0Lcp59+jkKStK3SJEnG4BmGQfMD0KpZGLzWX1XgpZ8LY8CCr63dW1Ozm+O4KVOm3XjjLWhjD0zyHcDS4YUXXkB7BKQUeLPZPPR18AiWZZuamlyuHkgl8Lj/AM3rzKiLXjr/XwbKp7u7u6RkgvRyqvkkOSt1LUUEPiPIMjmClHFhwSs7nFmWdbvdql30slY1Ly8PG69KERUkTuhUx+BZlu3q6lJeHdJwiYPAxZMuY0sUTZpDEgte2Yub0oLHYxCiKHZ0dHg8ntHbiDidXTU1u++99+FHH/1xOByqqdktPYt2ALvuun967LEnOjrasaOSjMAPRyqEqgJvsVgSWfCqAo+/DpXxpZ+M0pcriyztok8k8LFYTHMXvdPplNY4DV30xILXDPKuOnp/m4ThZVwIPEK20gwbMehf3B0qs+D1er1qF71s8nyiLvotW7bMmjULBzocDuhvcIPBYHd3t7Kcqsr9+ef/kIUMXeCl+UibVNVJdoLQN7AqCMK77777xBNPjN5GxOfzzpt3UXa2w2y2zJxZjZ2JIpLvAJYmsnnpW7duPXToUCILPpHAY2FWWvDKJSEw+JNROoyiasGjTzq05k05i76xsVHzJLtQKJz+Mjl09tixY9IMicBrhnTRE6SMqS76aDQYjfbKAkMhf3+74/V621Agz/PRaDAYdAOA19vh9WZHIn37fITDPhQN7ZogCGx7e3tr61kAiMcjOIdAwAUADBOLRv0AEIuFIhE/OhWPh1E0hokLgtDb2xsM+hgmBgAmkxEAPJ52AHjttdfWr39deRc+X2d29kCLzzBRAHj00Z/gEJ7nvd42nh80uzgY9OCyhUIelA+68WCwx+frQOF6PY/uEQDOnGkoKMgPhbyyAni9HShCb2+n12vsvygriqLf343y7OnpliaMRHxeb0h5L1IikV5RFHEhNcBxjCBkkIPNlm80WpThVVWzq6pmRyLh7u6uo0cPX375VdKzSXYAC4dDgUDfW7ZarUo30SzL8jwfDPo5jsVJgkH/z3/+8+rqKhwIANFoBI/B4zEgGSgrAIhEBp5tLBYNBv2qm4wxDBMO98WMRMLBoB+5hON5DuWDEASBZdmvvvoKABgmHgz6g8G+ys9xXCgUjMXiHMfjq8tAl0b3pXoqGAxKJ9mhAqveIACEQgFUcq/XjZcLShfZB4N+QeCiUQOAFV8lGEzxccnzPMuySa6bklgsRlFhUUzXXYzd7tB8rWGEdNETpIwpgacoiqLkP0g8gCqKgM8ie1QUKQAQRYqidBzHy6L1W/AGtGinPzecPw19VjIFEnO5vyA6kHxHB4NhNKyIXJo888xzKAnLqs5jGnQX0rYSFx6Alhk20rtDRQKg+4tEo1MURffHoQDgo4+23HffPehYVgAUuHfv/qlTp+H8BUGgKDxmzwwuAK188oq7omHQA9QABSCmn0Nyb9zt7We3bftUFMWCgkJpeJIdwI4ePfzZZ5vQ8fLllyXaBqKubg/+Dmhpaayr2xMM+p3OzkBg4Fuhvf1M/yx6w8mT6vu2iaJ48OBumqZOnGjAgbW1++688wf79u1Xxg+FAi0tjei4q6u9rm6Py9UJACzL1dXtAYDf//5P8+bNEUUxGo2gRaOhULCubk9PjxulisViixYtue22b7Msw3F9qWQcP34UAJqbTyjPnjhRDwCBQK/U7O7qalPNB9HYeAod1NXtwQLf2dmOI3z11T6r1dLUVASwCIUcPXqgqyuWKEMpXm9POtESk8GGZpdfvkrz/mnDCOmiJ0gZUwJvNtvMZpsskOMo1NyYTLbc3BIUKAiCTme0Wh0AYLPl5eaWAPTJhiQaBQBZWXaclV5vwjlkZeUCAEXpTKYsANDrzSZT36UNBrM0BwAQBAr98CwWKwDs2LEryV2sXfsGcj+C0OlUPFI5HBNlM7/MZjsuG7qv7OwCXNScnIkAR7OyclEcs9kOAAaDNTe3RLlrk91egCJ4vSGcpyiCKArZ2YX9w7qCwTCwHYXV6sjNTWHBhEIxiurCGWqgt7eL49ih5CClsrK6srK6pmbP5s0frl69Bocn2QFs7tz5kyZNRseqFnxzcyPLxmfOnGe19lWG0tIpCxdeZrFk5eTkxWIDFjzehWLSpCmzZy9MVMgFCy42GAwMM/A7PXq04ejRBtXIJpN50qQZ6Dg/v2jhwsvy8zcAgCAICxdeBgCHD//zxIl9u5jQtB4AjEbzwoWXtbd3oFQURfX0eGKxuE6nEwThG9+4VClaoZAAAGVlU1GeUqJRCgD0eqNU4AsLS5QxJfQ93vnzL8YOHL/66hg+PX/+0uzs7O7ugV/B3LlLSkpSCFhj4xGj0TRlyszk0ZLg8Zy1WHKs1nT3NDvP6i4IvNfbrgxHpejpOWs2a+mlRy/O73dq3gsO9Zp4vW2a96MTBFYQBLe7VVtyAGCYKEVRQ8lBEPhIxB+Ph3FIPJ4HYAMAjou73SpDq1L6B2F7KErjvohokMvn60hzhq/RaMnOLlSGjymBT45yDF46/IxnmclGoKXzq5Wz6KXD88oxeExz8xn0whI5JZWCJuWpXhSj3JRWwxh8XV3dd7/7XbxeTpqVcnIWCsRZxWKx5B5wL2T27dtttVoXLFgIAOXlFQcPDvIDn2QHsKwsW1aW/AtSisFgEATObnfg5t5gMNrtDpqmZdtL49+t0WjKzk74bWS12sxmM/ouTIkgiCZTnxFM0zq73YEaWUEQbLZsVKR+Ryhiv19b0W53ZGX5AWDJkiUNDQ0AQNN938RWq005wx998ej1BmWnNDolWx6iGhNjsWThAxxNOikhK8tutzsskpEWm81ut0NydDqdwZDsuikJh81ZWVk22wXR8a6K6qc/EmaKolXPpkQUBY6L63R6aV3NCJSQpg2aBV4UBQBBW/kRFEVTlPrzSROWZWh60DOUCC2VMmdU/Wlar7kMgsABAE0b0vzSQt/rSsa1wEsn2eF1YjKBLy0txamUAp98kh0+6OzsLCoqgsROSaUop0Qp4/h8vpQTj9MR+OPHjy9atChRAaROxNCgxrFjfaYVx3GjV+AdDsfevbsqKiZbrVkHD9ZWVExG4R0dbQUFhVOnTvvoow3d3Z1FRRPr6vbPnbtAwyWkEy1B4jwAg58eRVGJlslB0kVxqpGV18Wn9Ho9Gn1Hf6IKL83fbDbjJXD4+1VZNlQhVbc2bm1tBYXApzOLHgZXYDLJLiU0rVPtykLfRnZ7gbaOLrRdrM2Wp3m7WJYFgDM5OROHuF3sUDrqDIZ2iqKGkoPT2WQ226XbxWJDT683psyZYeIAx7KycnNzh7RdrMNROMTtYseFwEsnjUO/8km1GRILvNTLWBKBRxvS4LOfffaZx+OR2rso23QseFwAlmXXrFnT3NysjOP3+5NY8MrSqp5CzahyM1l8U1KBF0XR4/EuXLgYxxm9PkRnz57n8bjXr3+FYZgpU6Zdf/1NKBzt8VVePkl1B7CMkM1Ll/YYIbDA0zSdZOMvzQIvS4gFfvfu3SBxNS/9DjAYDDzPUxSFXdGpTsZOVG2g3+Exw7DK/qREKCfwA1kHPwTILHqClHEk8NhVrczflswikdnf0sY3icA3NzdPm4bno4nr1q1D1gzi5Zf/+n//71MAsHz58j17Ek44QuAfAYDVpwAAIABJREFUZ3d395tvvqkaJx6Pa+iiP3nyZGFhSSAQQIY4eiBKUyxRF30sFpM+nNFrwQPAihVXrlhxpSwQ7/GlugNYRsh0Cz0upS8EQDMqEws8esgejyedi+JOKVAIPMdxJpNJEISTJ0+iP/G2Y7i0er2e4zidTod3i0my2F3Vgu9fcTpoAqYGC17qqpYIfEaQWfQEKeNoHfyRI30Dq3z/dljSFb2JLHjpEEj6XfTSHgIACIVCJ0+eAoCSktS9RrgASTbNjEajMn1NKfDNzWeWL7/i8OHD69atW79+PQC0t7eDWkuNP30GW/ACXmgAo1/gzzUyRzeoi15af/CzpWk6ZRd9R0dHOhf1+Xx4z1+ZO2Hln1IJF/sWjOhRT0Nt7ZfBYBASuNNJKfAcx2vYLlZagUkXvWbILHqClHFiwQP0+/RgWXbDhg2gsODx0luZwKdpwSsn2ckk//PPt8tyS0Q6Av/b3/7W5XIpUx0+fBjvfyMTeLzZPHoOmDS76AVBkG0BMnq76M8DSks6URd9cgs+oy76YDCIZskpEyoFXqfTISdOOBztIC4IQmtrWxILHo9JJbprnh/6GDzpotcI6aInSBknFrwI/QJ/4MCBO+64AyS+VxmG6ezsPH36NIoqMyk0WPDorNPplDaCvb1+AEhiq2Hwj1Pq7kOG2+2WhaDSPvPMM//+7/+uWqR4nAEAlmVlZplqFz06kI3By5pdYsEnQTkWnsSCxwJfWFhYXl4mzUe662s64DqjnGQHCgseDbrjcLxgBFcJ1f1q0xB4QYPAh8MDS5JU/SoS0oF00ROkjBOBB+g3VXHDhBvcWCwmM1XRgbKLXjYPHyT9/DILXhTF1tZWtFUXAu1Gn44FjwuTxETGd4Em50vLg+cwd3V1SVt5LPCyr/skY/CoD78/UJQ6/CECnxxl37hsbrnqLPrFixdXVAwSeJkwK5GtosHdM8oxeFmpBEFAg+4w2IIHAIbpq3g7d+6UFQZP/kgyPM/zvNQ7U5pd9GhygLTw6SQnyCBd9AQp40LgsZCDpOq3traiDT2j0ajqpN9Mu+ilnsMTtUrpWPDIhygk7WfD/ep5eXnoAC/5w0Xyer3SLnok5OlY8PjT5x//+Edvb6/L5fr5z3/OcdypU004jpB4tzGC3+/HzgzSGYPHdUyn08kEO6XA5+fnS/+UCXyiMXhUHlkXPbbgcdlkVeXHP/7xTTfd1D/QnnB4XnanmibZkS56jSALnvw2CYhxJPAyI6a9vX3Tpk0AIJ0cDgoLPqXAIzNXFMXPP/8cn0rUKqVjwStd7ig5ceIEOsCNMrbYlCPo0qkGSoFXtgXSvn2WZWtra3/zm9/IRu5FxcJuAubMmTOowwYyGYMvLS39l3/5F1kNkfW0K/nP//xPtJITfRmkacEDAMuyBoMBhaPSYgteVXQBwO12u1wudNbtduMJfRgNAq86yc7rHdj+hwh8RvQ7MiIWPAFgnAg8IlHXYnKBTzkGj5a9CYIgHTJXbZX0er1s33FVcAmTKChuxy+77DJpsQWJvzlZDz8OlGWrHAiQCjxeMK2MQxqRREjfPvaTKOuiV86ir6iouPLKK/X6PoGfPn06JLXgJ0yYcOONN951111oaQbKBH8dJh+DR8fYgn/nnXdgsNNGaSbSJNjfw7vvvrtmzRpZfNm4lfJpKMFnpUmOHz+RZnKCDNJFT5AyjmbRYwmUnY3H47KGTxTFu+++Gwl2SoGXmmj4lGqr9K//+q/pCDwqAEVR6ZjI11577QsvvIBSbdmyxeVyCYpV7NKOeqUFf/z4cVmeMp9iqo0FseCTIBP4AwcOtLa2xmIx6dtXWvDI9sIWfE5ODiQV+IkTJ3744Yc4iV6vZxgGfzckn0WPwJPsZBa8tPAAEIvFvv/97z/77LM8z0t9JEs9PSA0WPD4OUijSavoaBf4s2fPbN68MRKJzJkz79prV8lci69d+6eOjr7dEZcsueRb37oxZZLkkC56gpRxIfBoFr20p1qKzGmMKIqxWAytFIc0uuilfeP4lGqrlJeXl+aOFNjvWMqY+PvD7XbfdNNNLMtedNFFqH2UddEj0GwvaQ54YZU0TkoLPhgMkmVyiZBpFVru6HQ6pXGUFny/wPf9JNHXQBKBx68eJUf/yobPccK9e/cuW7ZMtiQSWfCiKKLZoIks+Kampo0bN65evRqtjTx7tm+PNekcUumNyz4KZYXfunXrJ5988txzz6E/VQekxswkO0HgN2x4++abby0rK1+//tVjx47IPB/7fN6f/vSX6MkjIU+ZJDmoVhALnoAgXfRygZdJYJoWPOq9xKcSddGnL/CqRVWCvz/Wrl2LGndBEOrr60HSjS+14NOZ/S4VeI7jVIvR1dUlW4hPwMgseNUHiGsLtuBRTTMYBgl8kjF4XDNvuOEGUAj80aNHpf6Mm5ub3W63rCTIZN+6dSsqjFLgUfyenh58IwzDPP/889KzUlQteFnhv/jii7feegv/KetyQMhcKCrvHbNr16733nsvSYSRpbm5yeHImTJlmsFgXLp02eHDh6RnGYahKMpisep0ep1Oj15o8iQpkTooJBDGhQUvtd3T6aKXti/JLXhsuDc1DcwwhwQtssFgSFPgcUOZMqZyryFcfiTzygKnzJYf7NI8UQtLlsklQmbBqz4o5HcI+t+gTqdDdQMLPNq2IIkFf/XVV6ODKVOmgELgPR7P6dOn8Vo4VadJSODb29tly+Qw0g9N5GqXZVnZML/yxpNb8LLZG0O04B944IFTp079+c9/fvDBB5NEGyn8fl9+ft+uzQUFhX5/r/Ssz+cVRfHFF58PBAIVFZNuuOHbNps9eZKdO7f19LgAwGQyT5s2We2aIgA0NzcWFKS70e2gxKIQj4fd7oDm3eTi8SgAnDhxRPOGsxwX53m2p8evLTkAhEIBAKiv/0pzDrFYSK936fVncUhv7ySAPACIRsP19Y3Jk6PK3NbW7HJ1JY+ZOAeOYaIeTzDNARq73VFRMU0ZPk4EHv2r3kX/+eefz549G/+pzYIffDl1C95gSHfvv5SLo1SLh8ANqMy7Pn4IKQU+nS56SLpMf5wjs+CTCzzSddy7g1VW1kVP07SsPlRUVKADPAYPg1/KFVdcMWfOHCTwqk6TUBI8+y9RFz2WbTQGjz3SqNZ89C9eSQ+KdZiyX4eqwEudIp86dWry5MnKwgNAfX39yZMni4qKnn322QtT4CORCN5fymg0RaODPrNYlqmomLxq1Y1ZWVkbN773yScf3XbbD5InicfjsRj2ZaTyA9TpaHRK9WxKRFHgeYHjWJrW2Mnf/1HICoJGged5DpVBW3IAEEUBgBpKDv0Nu9Q/ysDy6ZQ545+M5jKg7U45jk1T4BO10iMj8EeOHNq1azvHcdXVc1auXEVR9N69u7Zt+1Qa54knnpLuvV1bu7emZjfHcVOmTLvxxlvSma0mo7u7u7e3V/kgDhw4cPfdd+M/ZZ3YaY7BS0ki8MPeRa8q8KrL5NCnPaTx3SAdqU0i8OPcgmfZmPJJCgIvCIL0AcbjsWg0DAqCwUB/Ei4ej+h0OlEU4vEI9pSATPloNBSPRziOMRqNsVhMp9Ph14ESAgCqAqiiStU0GAzW1NTY7bZYbOByUtCM/Xg8ipohipJXWpZl4vFILBYBgBMnGrZt2waDHTGhAkjix/GlcaDL5ZJGY9m4IPA4BD8chonhQGmzWF9/dMWKS1lWB2DqjxmNx0UA2LdvDwD82789/rOfPdnV1T5hwgScShAE/Hw0w3HyG0yC6v6qFoult9fXX+y42WyRni0rq7j99tXoeOnSZevXv5IyycqV1ycvRn39MQCYNGnG/PlL0yy5FLRd7IQJ5Zq3i3W5OhsaDs2evXCI28UWFqrYo2ly5MgBiqLmzl2sOQens8lqdUi3i8WVy2q1pXy2DBPft2/b5MkzCgqGtF1sQcGU0bddrNPZtWXLxw888Ijdnv3WW+u+/HL/4sWXLFu2/OKLL0URWlqaDx6skaq709lVU7P73nsfNhqN77zzRk3N7ssvvyr9KyKFi0ajPp9PVd6kzWJGFrxqD3YigTcajeduDB6TfBa9dDJgIiKRSDoW/DgXeL/fybIxWWA8HuY4zu/vwSHhcMDvV5msgD8C4vGQ19um09E8z3i9bXiZnCiyAODzdXu9beFwLwpftOiihoYTwWAIAGKxgNfbBgAMEwAAnY4CgHhcXiRUQ/x+lf3oRJEHgEDAzTBRAOA4uZiFQn6vt83vdwJAU9PJWCwmrcAcx6ECYCKRvs+IkycHRqx6e73SaJFIgOcFHOLx9PVhBoNuHCjth/B4ur3etlDIBlDan2Gn2cydPHn68cf/taSk+KqrLjYajc899+zDD//QbDYDQCAQ4Lh4PM7Lipcp0WhvNNqbOh4AABQXVwLIf905OROOHTvSfyOenJxc6Vk0f760tBwAdDqdXm9ImSQlZJIdQcoICPypU40zZszMzc0DgMWLL96/f9/ixZdQFI06lwSB37Fj6223/UCaxOfzzpt3UXa2AwBmzqx2OrszvOZA70rKqi/rU01uwScSuWGx4IfYRS+dUL1p0yah36VuRgIv2+RUyjgX+NzcUlyvMF5vKB6PORwTcciJE6e+//3VyuS4F9pmm1BYOFWvN5hMWYWFU3HXVHb2BACw2wsKC6daLA6j0QQQNhot2DByOAoLC6cCQH5+OQBcc821r7++XlnxzGYLgF+1vzQnJw8ALJYcvd4MALm5E2URtm3bSdPZdnshAOh0JlCsyEAFkFzLjg66u/uWDJhMJprWS6NZrQ4AQCFr177y9tsbUXhWVh6OJq1yWVm5hYVTHY6B8uflTTKZemtrP4hEovfdd9+CBZeuXv2DZ5/9w0svrdu3b+8XX3zx4x8/8d57b0yaVCErXkb09JyxWnOysnLSTqHy0546ddpHH23o7u4sKppYV7cfz4fv6GhD4+uffbZ5zZoHHQ7HgQM1VVWzkiRJE7JMjiBlBAReOoeLomjcH4WoqzswZcpUh2PQ76qqanZV1exIJNzd3XX06OGMzHcpqj3qyjiJLHipNzfUBim3YoMLpose30Vtbe0rr7zyne/cCOmNwUvHa4kFnwi8nk0KRdGiKD755FM4JBKJSkeUMfjp6XR6nc6g1+tpmtbpDAsXXjRp0vbW1rNGIxJUSqcziGLf2DxN03iQXq836HQG6JNwKCkptVgsLCt/KSi+ahluuumm3bt3I99IOB9ZISORGJIu6bA6IhqNbtz40S233IJDcK3Hv4uKigpRFFE5cRxBEFDIu+/+vb6+vqSkpLOzE4DC0aTbGlEUrdMZpNVcp9NXVc2KRCJz5859/vk/AMBzz/1+wYKLfvvb395//wOBQCASidxzz4PTpk2NRuNvvfVWdXW18t7TgaZ10pJry+HWW+/YuPE9lmVnzqyaP/8iFP7qqy/ec88Ds2bN7e31rVv3Ms/zU6dOX7nyhiRJ0qR/rR2x4AkAIyLw06dX1tbudTq7bTZbbe0ePGcEAHier63d98Mfqs+XaW8/u23bp6IoFhQU4sBQKPjWW+vQ8dSpU3Nz5XNHOY7F7c7Ro182N5+ApLjdzsOHBzbROnNmYMLkyZONdXV7+sNPylP209vrUf2BtbWdxtNnEFarheN4NECAd/4AgK+/ri0oyE9ZVAA4efKoLCQajXi9PQDg9fbtONfV1Q4AW7fuQMV2u52QlDNnTqG97wCgoeFQojsNBAamuba1NdXVpZgvyjBxQRDwA9QAz7OiKLa2nk0dFQAApk6tys3NTx1vWIlGo/v27cN/tre3Kz2+gaQJxv5t0MHNN98gCPDQQ4/1C3PfMjms6/gA9y2hELTcTvnFic6qbv6m1+uRrxsk8MpZ9CDpwlHmzPP8J598csstt3z55ZefffbZU089hW8K7WyECnnixAm/3+9wOFCI9PMXdTI5HI7Ozs5EE++V38qBQACt3MNzY7Ozsx999FG9Xv+jH/0IAH70ox/V1u776qtDEybkXX755U8//fTq1atlP73zRnn5pIceekwW+Mtf/hodLFu2YtmyFekkSZP+flAi8ASAERH40tLylSuvf//9tymKmjVrrnQdSEPD0YKCAunou5TKyurKyuqamj2bN3+4enVfo6nT6UpK+gbnHI5cu12eFk0RQmRl2YxGc/Li6XQ6i2VggonVOpChKILd3tdOJclHp9MDqBhMWVl22dzAq6668l/+5ZGrr14FAKWlJVi6LJYsu91hMKRuknB5JFBoiQvuLUC2Jpr3ZDZbUvrDNxpNuK23WLISFUM6kcpksqiVZBChUIBh4imjJYFhIoIgmM3q1UMJGtQ8z0itT0Tyrg7ZMjno9zaKXoF0Fj2Kg8KNRuOMGTNQfCRdFEUZjUa/328yGa+55ppNmzajsyi+dFQ7Ly/P4/FA/zcBlnBp5Vy48BsWi3XPnj3YEYLqJwJafbdly5b/+Z//GSzwfV8DOp2OZdlIJIIFXrpMDuWJtthJtDROqVWdnZ3ooLKyUhr+8MMPL168+NixY/fcc8/Bg19Eo/EZM+asWrXqvvvue//99zdv3qzy9DPB8/+z9+XhUVTZ26eququXdKe7k3QSspGEkARISJAlLCPiQhBExEHE9RsQFZgRFBhmfi4woqOOMiouKK4j4IzIgCDoKAqjKLIMIgbZAwkQsie97+v3x+3c3FT1HmRLvY8PVqpunbpVXXXfe849S3v7xx9/PHPmzIs1V4gGQj14ASQuAsF7PJ5+/QaUlw8GgOPHj2o0nb6vBw8eKCwMYk/btet7uVyOTsnOztm3bzc+JJPJJ068NczlWlsb8XjR2NiempoRvnsymSInpwD/mZ3dZRmvsLAUbWg034WSkJCgDBpClpWVxxka1Oqk/v0Da2ykgbR37765ubnJycGVXYqi8B3l5vblHGUYRqFIBGIKkpCgxEdTUzMTEiIEyCYnpzU0BPzCsrPz6+uDJ7SxWDqdw1NTMwoLIzzYuroai8WEH2AcMBgaPR53SkpO3BIuAPz+2JQnTpgcdESvkYluMMGLxWJ0tKioaPTogOYnkwXeHIVC0djYKJEkkEXl+QSvVCoxweNkdqQcACguLnY4nEC4kQZdjUIhc9htxe/3I0MUng3wfb7I9DuoV4jgQ2ntfA0eV+qbNm0a59CQIUOGDBmCnqFWq+zVq9fu3bvfeOONRYsW3XPPPRRFWSyWnJycJUuWHDx40OFwjB07tqmpafv27QqFoqWlpby8fMSIEUjU6dNnVSp7ejplsVg2bNhw5syZN9980+12T58+nf8cLh0ITnYCSFwEgrfZrO+99+bMmXOkUukPP+wYNizwRbnd7pqaUxMmTCIbI28UlUr1ww87cnJy5fKEffv25OTkxnRFPEbMmDHjqaeeCt+YjAJnWRYvcqtUKnKUDKrQ4MuRoxLmY4qiOGvw5B5yNR2nFgkqXyQSkYlO+f33dS3oSX7tmzdvxoXOQmH//v0fffQRvpdQg8VlnUP01wNZCj0aoF8QrcGjPcjEwtfgExMT1Wo1NshjCaiaHEVRSqUSAEQihqxKzCd4bJ4hNfgbbrihT5/OwCRcxDa8Bo/cNch8jhKJxOPxkCZ66PoGfvXVV/hP1Cuapmmarq2txW34BG8wGAACfjlNTU0AsHTp0v79+4d9tAAAUqn0oYce2rp16z//+U+NRpOenr5p06YVK1agDqenp9vtdqPRiO+6srJy3759Go3m5MmTpByWZRcsWPCHP/xBLo8zfuzCQMhkJ4DERSD4xETVqFHXvP326xKJdMiQYSUlZWh/Xd0ZtVqNvOsxkDfKgAED29vb1qx5z+Vy5eX1uemmW+K7tN/vj0hvZOTbqlWr8LArl8vJc6MneLFYjBoHJXgsn6RqDkNzUFBQgCvE8Ane6/WiYrL4dPJr37JlS1CZUqkUuxCSZUBDOQwKCIWYlKexY8eOHTsWuproUUQcZw2epumcnJzU1NQTJ05ACIJPTEwEAJFIRK7CkHLIPUBo8D6fLyMjg5wWoENArMFXVVXx+48NDHhDIpFYrda2tkBUHuoJ+QoZjUYOwTMMwzAMKZ9841Djw4cPAwTCaPV6vUwmW7JkSdhH2wmWZTdu3Hjw4MHhw4cDwL///e/Dhw/L5fKysrLPPvtMJpM9+OCDXq9XLpc/9thjGzZsuO666xiGmT9/jkgkk0oTDAZDZWVlcnKyVquN8ooXEYIGL4DExUl0M2zYCKy4Y+TnF8yd+0fOTuyNMnr0daNHXxfvBTsHjJgysZeWluIFP5qmg2bgCnKxqAke6S5omxyUw2jwFRUVpBA+wev1eqTiBCX4oOjTp8/8+fMfeugh9Cep7QkEHytielyPPvro0KFDoauJntTgSRP95s2blUrl9ddfD11/d6RTUhSF1rkRX+KjfCc7pJ17vV6swXs8HlzzhmgDAHD8+HE088MJ7Ejg7uGSS2hlAT8EvgZPfl9Yg5fL5aHW4MksDgirV6/WaGKLDpfL5YjdAWDq1KlTp05F2+PGjSObrVmzBleZamqqViiSFYokuKwghMkJINEjis2QQ25MmdhpmiaHXXKcCrokSVyx85Kk71KUGnwYgh82bBgphO8xhzsW1EQfFGq1Ojm503Dy888/kzciaAMxoaEhcvZp/AuSLvEcp0jSRO/1ehmGyczMTExMRCnoyXcAG40xweNsORBMg8faOdpwuVxVVVW45g2nzT333PPee++FuhFM8Cj/o8/n47iR8gmetJCh0xmGUSgUXT/McAR/7tw58nUVQELQ4AWQ6BEETyImDZ5D8OQoE7R6BwJfg0cb0ZjoS0tLIbSJPiMjY8CAAeE1eAw8Ykac03DK3JEmevJpIOTl5RUXF4cX2JNx+nS4KD70e2GXciKoXcQx0ZNOdl6vF//QKBIMFZhBkMvl6NVC0kQiEVkpJKgGTxI8KrbE1+Dxn3v27Al1O2RGJjQz5riRom5zvOLxn+hEhmE0Gg1Hg8dPg0/wAJCezs3JIwABxcELGrwAhB5B8OToEJHgORo8ScDkvBi78ga9XDQEj/LeIPl4A/kAh9Lg+VWzwhB89Bp8aWkpXw5Skvga/LZt21asWBFeYHi0tbW99dZbRqOxvb09qOH3sgaZ14HUiZGejV6GzMxAYCdJ8JzFGg7BY1GIdwsKOgM9aJqWSqVY5+Y42SE55LILNuYjFkeH+Bp8r16BNNphFh1w96BjtT6iBu8jijoiyTRNl5eXcwgexXNz2mM8/vjjICAYhDh4ASR6SDW5GAh+//79WDsPY6Ins9rhBjKZzGKxcAgeD3kcn3kUHYQJniwmhga7+vp6ziVQmyg1eHyn2CMvFDQaDT/FHgqa4q/BR5+PLxTuuOOO7du3z549WyKR0DT98ssvz5gxI47qQZcmbLZOgkdpZABg9erVP/300/Lly8VisdPpxDcb1ESP6JnjRc8heJLCAWDp0qU33njjypUrAaB372zMjhDMi56m6eLi4oaGBkTqeCGco8HffffdEUNO0DuGvNCjN9FD1/p4yGmAQ/A0zaBkEvzpRWpqKg4R7LHw+Xxmcyt/P3qJLBY9qiAQh1gAsFr1Doc5YuOgsNmMAGAytXJe0ejhdtt9Pm98/UfweFwUBd2RgMrm+nyd76TLlQggAwCv12006kKfCtDxudlsRqMx7pJ6bgAwm9uirNsrFkvk8iBplXsEwZOISPAmk8lgCOTeQclD0Db2B25qalKpVPw5skQiUalUqAxoKA2etAeg2QOH4NFX4fP56urqPvvss6A9DL8Gz7/TiFoyf+0ACOMq507RvCS8wDB46623tm/ffvfdd2u12oMHD0okktmzZ69Zs2bJkiWVlZVBTzl58uR///tfv9+flaWtqBgS96UvDEgqRSXgACAlJQW9SOhl4NSEha4mevR4EeOiH7Guro6j36OIOIxFixZBx8uTkpKMaq4g8AmeoqiXX365rKwMr8EDseiO+xDNAI1Y+fDhw9BRdjYoweNFH/wu+YnazehaNpttxIgRr7/++sCBA51OF36xyZYIn3zySTenmFcE/PxaRwBAUQwAuN2uoEcjCw1kuXb5fHEmokbM5PE4/P44yQVdOr7+d0jwUhTVHQl+v9/r9QA4iD0JHRu+iJI7LFtx/grQkU7D43FGWS421BchEHwQYD81mqaHDx/+1luvz5r1EPZeqaysvPnmm/mKhVKpRE+Zo/WiKCYIpsGTBI/2Y73t5MmTzc3cGWgoGg5/p2Ec/rGQMATPuVPOgn0o6HQ6v99POkO53e6NGz974413b7vtttWrVyP5brd72bJlS5cunTJlyiOPPOJ0Or/44ovbbrtNLpfbbLbq6ura2loy8+tvf3vLDTeMmzhxYnp6ulgsPnr06EsvvXTLLbdMnDgxYpcuDMinReaXJTVvzIKYiUkTPWqD3hD0I1ZXV+MYLYVCUVhYiH3CSaATGYa57bYpr7/+5rlz5yCEBo86gEido8H36tWrsbGRw/ehgLqH/8Vr+fjdQzd15MgRlEAG8zRpeEcafENDw4kTJ44dOyaRSEwmE05Jyf/QUDRgDwdNMykpvfn7GeYIAMhkqqBHIwKVi1Wp0uIuF+vzNQDUJSVld7NcbHz9R2hoaKYoqjsS+OVisW+JSCSJKNnlcgIcUyq1KSndKher0WRefuViLzyQVo0QDcHX1QWqTCI9e+TIEdChi3z99de1tbWcsrNisdjtdicmJqKZAccxTaEIDFVBTfRoD95AI6/X60VaEQcxmeixzTMMwSMzaVANHlss4iD4+vr6SZMm2e32rVu3Zmdno51PP/3sqlVrRo0ahdkdAMRi8WOPPTZv3rzS0tIXXnjB5XL95je/Wbp0KYr8LigoSE5O/tvf/nbjjTf26dPn1VdffOONtz/55NPf//73GRkZjz322OLFi8Vi8aRJk0L3JTiOHTvyzTdfm82mXr0yJ036Lae40bvvvoFKeQIK3wLTAAAgAElEQVTAsGEjxo+PQX5Q441IJCIN79gTDRP8H//4R5xIjvSAQynnXK5OjZZl2ePHO+sjkMAEL5PJioqKEMGTC+0IeLmd1OBxZpu0tNTGxsYoNXiPx/Pzzz+3tbVBh/MKTdMKhQLbwDgmevxOkq5z6NLoI/V4POgjwvfLX4MXCD48ON5CAnoyegTB79/fGfcVjX/psmXL0AYeB/H2unXrrFarw+Egx/Hhw4d///33MpkMjZUcUsTOShyC55joSd3O5/Oh9VQO+AQfjYk+DMEjxwKKosrLyysqKvbu3YsPYYsFZ7Agdc2gsFgsN910E4q8Gj9+/BdffJGdnX3kyJGPPvr47runrlnzMf8UhUJx4sQJiqJqa2v79u179OhRdImioiKy2e9//+CDD87Q6Rw7d+5csWLFQw89NHDgwO3bt6ekxFZRxmDQb9q07t57Z2q1aVu3fvb555vuums62UCv1/3pT4s71NxY1yNiIHhM6jfddBM+C3nRI4o9deoUALjd7ogVBKBDFR45chgA9O4dUDIQfYbyosdr8Jw3kONzFwptbW1XXXUVetuffPJJvV5PUZRKlRiK4INq8Dk5OfhaOM0tfsf4XvRxL+72ENBdE/sL6MnoEV70ZA1NRHtDhw6tqKgg25DGZJPJhDZIJkPbaPSx2+38EQf7SXE0+BtuuCEjoxcAUBRVXFx8zTXXQMdYTBI88rLGGnyUnyjLsk899RT2yiYRTaIbNLDSNJ2Xl7d48WLylvHqaZQavF6v//HHH71e7w033FBVVfW73/3u3XffPXXq1LvvvutwOP7yl7+wLDt1asiqAciIjQqo9OvXr6ioiMPuGIWFhffdd9++fftaWlp+/vnnWNkdAOrqzuTl9cnMzGZZdsSIq8+dqyOPulwuiqJkMjnDiBgmwmwmPMgl9tzcXOggeKy4By1bgk30IpGoubm5tbXV7XZH0w2RSMSy7IAB/YBgQcTc5I/ICZPDhEoSPE1HZaI3m81Y8jvvvPPTTz/RNC2XJ0CHnh1KgycJPjU1lU/wMlngEQUNkxMQBoIGLwCjR8yFSYZDtFdWVpaTk0MqrDfffPMHH3yAln6xh3wH+wJ0DFVI3XE4HOQnhA5h1ZajwctksjlzHli8+CkUnvTAAw/s2LGDJoAuhJQ5rMEH/UT5GjxFUYsXL968eTPf5T7MYsTgwYNbW1vPnj1LmihGjx799ttv//Wvfz179iy+9/nz58+cOZM8l/T3JvHnP//5gw8+eOutt/bu3fvnP//5b3/7GwBs3br1H//4h16v37BhwyOPzFOr4y8lxwFN03GnDi0u7t+3b2D20NhY36tXl+mRXq/z+/0rV75iMplycnpPnHirQhHwaNPp2pqaAuGRGo2aT4FOpx099oUL57/44svYm91sNng8TuhINOb3B15Io7Gd8zBNJpPNZgUAs9kokbA7duyYM2eW0+n0+bytrRFS6DiddvSrmc1GtzugsrtcDo4u7vG4DYZ21Mzn89psTgBwOGxtbU00TSMLhMPhMBjawl8OeLzrcjk9HrdYzABAZmaGyWRCvkJmswF1HlcgbG1ttNsVyEvZ6bQ7nfaOB6JrbW0CgJKS/vX1jQBgtZpbWxvRM0Fob29h2QjTX7fbRVEQ8YmFgdlsdrvBbg+Xz4qEVhvnaut5ByckQUBPRo8j+AMHDkDXKjIIaBBMTk622WyYXEkPONQAqRfIYRi3QeZQrNr6fD7ScV0qlZJysDTElBgkwZOx+CRIMigsLOzTpw8KaA7KuKgQSFDk5eWhoZYkeKVS+cADDzz33HPkA0FRf+S5ZG4AEtu3b3e73a+++qpUKn3mmUCC4XvuuWfdunWvvfbavHnz5s+fV1sbfPH4AkMsZpHt/NChqq+//uL22+8mj7rdrpyc3AkTJiUkJGzatP4//9mMG5w4cXzr1kBow9VX/yaoUo2YlaJQDvnAi3TmTHVTUwsAeL0eALDZLAAgEomOHDnAl4By4TU0nMnOzmxoaGxqanS5XHa79fDhn8Lfl8VikEolANDYeBZH8pjNBnLVAAAcDltt7THUzOGwWa02APD53IcP/0TTtNPpAACDof3EiUP4lCg5w+Fw2u2BN1+jUbEs269fn82bob7+LOo8rkB4+PABhSIBmdZ0uhaFIuCIeu7caZ/PCURF+dbWpsOHf9LpOkPCTpz4RaeL7Jxss1kNhgiFJyIhhvnBNddMuER8+xlGMNELCKCHEHynNoxc01mWLSkpkUgk2GGeXCLF6FB9An5wQKxn40nAjBkzli1b9t577+H4Mb/ff/r0aSwE22NJgsde9NDhYYeaRa/BDx069MMPPyT38+465EfOicrjr0TgDf5UI5QGjzL//Pzzz6NHj8Yq4+jRozMzMxcuXDh//vy6uppQ/bnwsNttn3663mg03nPPjNTULmnRsrJypk27B21XVIxcs6YzUeugQYOLigLljCUSlr88f/LkEbFYolKpbrvtrr///TWNJhngFABcddVI9Eqo1UkAtVlZuQDAsmxFxbUcCTpdnVKpAYDCwpKffjoMAEql2uv1ajQp/MYcDBo06uGH/9jQcDIvrygnJw8AcnNzn3nm+bFjK02mzrDmxETN2LGT1q37+Nprr92z54Db3QQAY8bcUFFxrUQiQU8jPT1z+PDOy7EsG2a+iOHz+dTqJGTDqKgY8eWXXx04cOD555fn5PRBncfxcv36XZWRkYHesdzcwuzsLICVAJCZmYeS9KnVAU+69PTsioprtdrtxG2OzMiIYLE/cuQniUTSp8+AiH0OhdbW0wkJ6qCxxUFxibA7AFCUYKIXEEAPIXgu1YnF4ltuuaWkpGT//v1oT9D8ISTzkSZ60ghPkiXW4MkroixjwNPgSfs8jlxCM4xQBI+vCABkrcxYBxeKosaMGXP8+HFSg+fcMq4WyulJ0Ji6M2fOYAIYNWoU3q9SqZAv9yUFr9ezZs17ubl9pk27l38vyH8+MzMbAnndO+d8EolUIpFCaKCHJpfLtdpU6PChu/XWWwcOLGtpaYWO2R6KnGRZVibjBiOxLIu8MaRSGVqhRx6dcrmc35gDmUyuVCY2NJwUi9n58xd8+eVWjUYzcGAZZ6VfJBLJZPKpU28HAIlEgt5ViUQqk8nff/99v9/7+ef/YVlWqex0VheLxRzH0qBwu90MI0LvMMtKlMpEqVQGAAwjQp1n2YAG7/F4n3nmWWTokslkqBkAUBSNHjh+7AzDyGRyMgpAKiUr1wcHTdP4ovGBZcXomcQt4WJBcLITgNEjnOz4rzt2FcZ7yBJeGKRpndTgEcFjDzV0iGEYNHyjwhvktUhqHzRoEMrgds0111x11VXQQZmoS1iDj2iiz8rKivd5AEVRyG2bzIpK3jLe8Hg8u3fv5hzlm+i/+OIL6IgXuPSrah49ephlJZWVXJtqfX2dy+U0Gg3r1v3TYND7/b7//W93cXHkouNd4YeOmSJ6H0aNGoW96NGjRozLedkw0IxQKpWiU/bt2wcAt9wSW4nknJycnJwc9Etxks9wXnvSa/32229H6004ag4hyqg5FCaH7ot8VfDLjL9Eq9X67bffov2kTQhPKDlhcjhyVUBEMIygwQsIoOdq8NB1pAtjouevwUNH9lBUBQRr8L169Tp48CBHg8eaPfq3qKgIUeCqVatQg6AEH9FEz8kcHuszwZMSAECO/eRzwIf8fv93333HOYvv+11bWwsAQ4cO3bx5c2pqaqyducBoaKg/c6Z26dJH0Z9yecKiRU8AwPvvr5w+/cH+/UsNBv2qVe94vd78/IJx42JLoYMKpXRosSz5ekBXgg+VnTcpSfPTTz+VlpZ+9NFH0JGIENeniR7Y65NzIXJ+Ria6wXugwy6FU9ZwgulTU1NbWlpycnKQPyYJfO8kwfPD5LxeL3ZlTUhIwFfHteZwQbyO3GpxJlbrgaBpRiB4AQg9guA9Hi7Bo+QzfAt8lCZ6lM4Wa/B4BEemVw7BMwyD+BfT8KBBgw4ePIgboIEYDfpYQhhzaPcJHofn8e0WeDuoJx1qX1JSotFo9PpODyaUvf/3v/89wzCoYPmljMrKCZWVE/j7Fy8O+AaOHDl65Mg4s537/Z0kN3ToUI1Gg7LORa/BA0B5eTkEq1UTE0QiEZLAmZBx5rU4VW3HnsBbjY6SBI/Pqqys/PDDD4P2H7cMT/A+nw8TfHl5OVbQMcFzUtVevgR/9uzpzz/fZLPZSkoGVlZOCJpWweVy/fzz/mHDRqA/u5NnCQQTvQACPYLgyZoBAJCYmDhnzhyIQoMPZaL/4YcfgJglYLJEe8j1QiAskPhynHTuUqkUVelgWXbo0KFAaPAc7+VQKW66Q/AymQyn4gFC2wua5wR3O+jgXlpa+sknn8TUkysPpAavUqmwnYYkeLSGHDGTDMmpYWYDoaDRaLqjwZMd4BA8aW3igKZpcoqAvVLQUTIOHhM8aaLHb35iYqJEIsGlEC5TxvL5vBs2rJ08eWpWVvaaNe8fOnSwtLSc3+zLL7ecOVOLCb57eZYEL3oBnbiiCN5mM1gs3Do/OGsNBsPQFkuTxQIoNBnB4TABgN/fRVFoazsjFovsdjMAeL1OALBaO72RUUyz02luazuNGrAsBQB2e5dS8UZjk8fjAgCDoaGlpQYAPB4HgA9tA4BYLHI4HCkpyuLivnr9OQDQ6Ro8HjcAiEQi8ls1GptaWmpQAQOn04AlkDcSDZxOq8mEEt378vNzxWInFoVKeAGA1xsk/x1FAWqp0ahaWlo4Rz0eQ0tLyPgli6Xd7/cTF4oZPp/X74foJahUaRJJQtyXiw+I4HHuI7yfdHcgk8CEAcmpcaRve/PNNxE7ciYHHLGczHGk/h2K4JHA7OxsXKhQq9W2trZCIHmOGN9ddnY2y7L8NXifz4dXu8jAS6zBp6QkGwyGwYMHX9YafE3NKZVKnZfXBwAqKkYeOLCfT/DHjh1pbOxMYoHzLMV9UcFELwDjiiJ4kYiVyZScnQ6Hm2PtpmkaNWOYztuXSuUAwPGRVihUNE2LxToAEIslAOBydWrnHY73Erlchc4tKSkBnrYhlyvRhaTSBHRdlpUwjAh3VS6Xu93u6dN/N33671pb25BMdCghQY4D+QBAIpHLZAFpycmpWAKnpKBGowEAvV6fmJioVCrq6xs4z4RhxMnJqRRFKZWJFEWRDw37M5Pe48SjY1Dj/Pz848eruz4rhUYTzr1OLLZSFPB/oOjhcFh8Pl/0Esjf9wKiU4MnKZzU4FEtuJgIPprEsRxwktvjJXOy1pxUKkXLK4SJHmnwXIInrUTo7gYNGvTVV1+hPWq1GhE8TdNicecUISkpCRmozGazQqEgq8nhbdKghTV45GZIURQi+MtUJTUa9SkpgY9Cq001Gg2cBhaL+dtvt40ff/PmzRvQnjB5lgBg//69aGlMLBZnZwfJX+n3+wH8Ol1rTc2xODrs83ltNqPF4mKYmC1GCCjHw5kz1VHWOeXD5bJ5PC6LxR25acg+WCkK4nsCCFarQSw2sWxnriezuReACgCcTntNzZnwp6PXtbm53mw2xtcBr9dtt5utVk+Uj1EuV6SnB3G7vqIInmXlLMud+TocHk6iD4YRKZVa6OBshIQEFXTQPIZKlQYALNuKD+H8G9BBgVJpQlJSL7SRkKAG3pK/SqVFX0tCQhK6LsvKxGIWbQOASqU2my3oT6eTAgCJRIEmJSqVWqfrXOrOzy9WKrWovlBmZh6WwKk4JJfL0SiZkZExbNiw1atX8x6U9LrrbqypqVmwYEFdXR2WAwAyWQJuAzyIRKKOW+AeLS4uJuXwYTCYAajwbcLD6/V4PO7uSLgwQC6TTz311NixY/HObhJ8dxKwo3Nnz5599uzZzZs3k0FmSqUSzSA5GjyaBOAecgietEMg4GV+HFhIhmP4fL6cnJzXX399yJBAtV/SjTSoBo/XxdCfl6kGb7PZ8JNhWQnHtgfg//TT9ZWV40kHizB5lgDg9OlatDwvl8ul0iDWe7/fT1FgsZjjy+Ln9/t9Po/N5og7rB+lcmpra45bgs/n9ft9VmvkvAuh4HI5u5nH0Ot1UxRNkqvTqUYE73a7I0pGs1KTSU9afGNCrD+EWp1y5RN8KHAc1vAj48R/U7yS2GQzdAgvHAKRyB0BOy1zIr8ZhkHG/FBr8FdfffXatWvJi2InO07hLJRznqKoPn36lJaW8u8I/0nmy+M/EHQ0NzeX4tUUCe9kxwmiwxg9evTcudfw2/dAICc7AEC5/THQ+5OVlTVkyJB+/frxnzwf3dTgMdBvmpWV9eijj27bto3U4HFdeSL/gQgA5HIZ2YHy8nKyvGF4gi8uLiI/JZqm3W63wWDQ6XSkkx2ZC5K/Bo/9Uvn14C8jyGQynE3P5XJi8xjCvn17kpO1+fl9W1s7C0OHybMEAFOm3BH+it9994VEIk1NzYiYFikoULnYpKTsuMvFtrQ0HDlyYPDg33SzXGxqap/4TgeAgwf/R1FUaenQuCXwy8XikhcKRWLEZ+tyOXft2ta3b0ncCYxRuVitNk8oFxsZfj8MGjQIJamF0ASPXdnxHrJZGIIHALFYLBaLOT7DRDOKs4ccr8ViMe4JloCEDBs2rKqqCrfEzno4eQ7/RqCrJ3MYggfC245/15wT0VAbiuBvvfXW227rEe9SRKA1eP5+9ItotVoU167RaC6wBo9+MrVaTZbnwS88R4NHOiW+6EMPPTR37lzsVF9WVjZlypR+/fphOWRh+zvuuN1s1k2bNg1LRsvtZAklMlUUOd8NpcFfpgSvVicdOhSIl2lvb1erNeTR+vpzx48fqara7/P53W7X888vfeihhWhCEDTPUpSgKMHJTkAAPWVQlkg650GkJk3upGkaKzTAYzhOHDx0HTdRMbSgQzbfi57DuzKZDI+PHA1++PDh77zzDm7JmXPw7wj/2adPn9OnT3NMBfz2/BkAZ6qBwbKs0+lEpgj8NCiKQqO0UMETIxTBk9HhAFBUVBTR7Hy+NHjSMf6rr74iDcL4EjjOXqlUZGVlFBQUAGHOYRhGJBKJxWKUujg3N3f9+vVk8hls9u/IrDAKJ2KiKAo56pNm+VAmenINHv1rNBrb29sv02py+fl9Nm/e0NTUkJaWvn//XuxhV19fp9WmTp48Ff3Z2tq8du2auXP/CABnztRu3fr5jBmzVCpVXHmWBC96AZ3oEeMyqXoCMcguWbIkOTl5/fr10FEAOz09PT8/v6amhmwmk0lFIkat5malJtPgIIIPFTvOIfgpU6YMHjwYN1iwYMGdd95JymxsbESuTxz/Zywn/MIMtnmG0uAxysrK0tO7ZGIPOvtBPXE6naE0eAEYoaiIk/afU8I1zCkI3Sd4dGnkgMm/BM4/KJFI/ve//6ak9AZCv0eZ+JDhHdeuzc7Ofvzxx1FhITxp4PcTa/AtLS3//ve/0U7SRE8WIOZr8OvXr9fr9T5fkOiySx80zUydetemTevdbndRUXFZ2SC0H6VUys7uzT+lm3mWAIBhBC96AQH0CIIH6ELweFAbM2bMgQMHEMEjNUIqleKhCp+iUCh+/PH7lhbLa6+9RgrlmOhDEbxIJOIkupk4sctHq1KpsP6EJOzfvx+tBURJ8HwTPV6DD6/BP/7446EO8TT4Lm7hAsGHAl6D54BP8BFH4fNrog/TKwgxgQhF8LjxokWL9u7du23bNo7HPglM8J988kl1dSDyAhP8zJkzc3JyTp06hfdzNHgAOHv2rN9fFufNX2xkZ/eePXseZydOqYSg1aYh9R2hO3mWQEh0I4BAjxim/f4uhERm/cQDE0VRKpVKq9WSzkG4WXp6Kn8EjMZEX1lZmZqaytHgwwBJw6FxnJS6Qb0Hgv6J84iFX4MPc4gzUiOXGUGDjwLh1uBJgr9gTnb8moEY4X0qOQRPd81SBwAqlaq0tBQ5oITqJ3Kyg67LW3gNfsyYMeG96AHAaDQKKmn0EAheAEaPGKb9fj+ZECo5ORlvY32doqhffvll9uzZoZRU/shFrqredttt11xzDX+UvOuuuzi56MOD7lqUFl3ivvvuKyjIB0Kt4Vwobg0+VAegI2ku52YnT57MaSaAg/BOdnETPOn6HivCEHzQ6SwGzlWHFuCxbzzHHoZmt/w+4z3IHEVmeCRzNZICORo8xyVFQDTgpL8U0JPRI0z0HPfvRx55BB8iDfKI+KMneHKwW758OQBs3ryZ06YjC2y0BI/acAj+wQcftNtNJ0/W0B3pP4Nq8DimCDegaZrD02T7MB0AIoAKAY31114biA8RCD4UQhF8YmLi7bffjn0vWJaN6GSH1eK1a9dmZ2fH3SV+aSWM8ARPavBhCJ5l2TAavEQisVgs0DWWHXM2p2BxUBN9+OrJAjgQNHgBGD2C4IEYd2Qy2aRJncUbevfuLRaL3W53bm4u2hNqyOOPgPzBjj+6oYKw0WvwqA3WddAKgkQi4UgIKophGFwaBGvwjz766KZNm8gg5mg6AB2Z9jESE5U0TeOd3bEYXxlwOm1+P3cY9XrdKJWYwxEkwcWqVe8CADo0f/5ct9vNb+b3+7zewH4sf9Cg0qAC+UBE6HY7yPYUhZLBOYNdLvCmud02dNTrReZ0m9frFokC77bH40ABFB0ll+xYFMOg9xNr2F6UStnhMNOB2oPsl19+CV01eKfT5vf7cK9oOsDfLpfD5UIZTtAzRD33kATvdFocjggKvc/nxY8xXvg9niBPLBSk0vhTNJ5fCE52AjB6CMH7Q2mcQ4cO3bhx48SJE/Py8tCevn377tq1C2I00SNwNBuPx9OxFh4nwQ8ZMuS///3vwIEDSYIPpcGTtb9IDZ6ji4fvSSiCLy4uXrnyxcGDr0Z/CgRvNrciJiPhctnr6+t9Pq9ez00PzEFhYRYABG3m9XqcTisAuN1WtMdu1+v1UT1wpBbbbEa9vpMCPR4HANhsBv7lMIGZTC0M07lGbjK1or50NDMAeCkKGIYCAIulDYu6/faJFRVlGzd+BgAJCXKJhLHZjABgMDR2vJYBJzu3u1O+2dyGtEy73ajXN4hEAeXeajVZrUZ0I3p9A5pteL1etIFgNDbLZBGMHx6Pi6J8EX+F8LDbTXY7t5JFKPTqVchJd3GxIGjwAjB6BMGTTnZ8bsNecuhPvO4YpYk+aPI76ErwsWrw2ETPMAyyikdD8LiHuAHH/slpH6YD0HXRd9CgQStXvmGztXLuFMfB90AkJ2fzF4ZPn27cuXNPv3790tIK4hPb3n5WLJYlJmoBAKVAfuONFaWlw6M83efznThxKjFRm5bWadJPTEwBAI0mg9+rlJQjaCMtrQ+KoHO7nTpdXVJStlgsUSqTWJZ98cW/V1Rcl5CwgmFEEokMALTaXCwqLa1gwICK//53LwB88823paUl7e3Nzc0tqal90EuiVAZ8Wr3eTrUyMTEN0WFyclZaWkFycu4DDzzwww8/OJ2+hAQNAMjl8rS0ApQf2u8Hiur8+lJSctPSIjyHpqY2iUQW968AAC0tNQkJGtSZ6HBJsDsIBC+AQA8heH8Ygk9PT1coFNjzLlScGN8GgOYEZCQbJz+dw+HgEHPErnI0eMKnvYsvUlAnO3JxAXvRB71uNAQvFouxt45EIpFKpTYikbagwVMUzX+KiMMoioq70gZ5Oopc+M1vro5FGnrTaPIUNGdlGBFfDsviVXYxOorfHJpmJBJJRkbGQw/NRUKojiI6YjHLEYX2a7VaqVSGHFppOuDgiS/R1ecg4C+CrsuyzNtvv33HHXecO3fO7wepVHrrrZNomkGiUHYdfCZNM1F4gFDd/BWA9xgvFwhOdgIwBIKHQYMGGY1GfoMoNXiS4MkK2V1X6KMleNQMJ8TlBK3FqsHHQfAcN280UvDbCwQfFGhdOcofOiLQj06mT+6OnDic7FiWxT+0WCxWqVShHPKjuURQJztSFHI89Pv9DMOgvAvYi15YVI4eQiY7ARg9guAhdJJXzlGIheARtZMmejwWi8Xi9PR0vV6PhDAMHVRCUFAU1dzczOkDTocHYdfg8VkcysfNIoYbkVOKMGltBIIPCp/vfK5YoBfsfBF8fHHw+KUaPXp0QUHBZ599FrRxGEd9fAny3Tt37hwZJodAUVRNTU11dTXnaxXC5Pjw+31WK7f4LDoCAC6Xw2LRxSHW50OOEWa+f0mUcDgsAGC16uPIoo/gcjn8fl98/Ufwet0AVHck+P0+l8tOSvB4EgAkAOD1eiyWCJ4ZyATrcFji7oPH4wIAm80YpQ1JJBIHdfO88gler9cHVdBDoTsmerxunZycnJ2dffToUSStrKx08eJH8/Pzo+kwRVEmk4nTGTKdZ6i7SE9PNxgMLpcrlAZ/5513/OtfH4U6nX9FPLgLGnyUIEO8uo/ExESapjkVBeNA3HHwM2fOvPrqgFvl73//ewDYunVr0MbRaPAk3n77bTJMDoGiqNbW1u+++47zDQoEz4ff77Nag5CH3w8U5Xe5HEGPRgmHwxz3K+x0WgDAZjPEPUT4/T6/39+d/iOXzO5I8Pv9brfd43HiPW63GBG8z+eJKBkZq5xOi9Ua53Ps8JY1RDmYSCQJPZTgGxubWlrauk/w0ZjoMcHjDDPoX6lUetttk6PX4PE2ocHT5C0E1eAHDBjwwQcfXHXVVViDLykpIQUOGNCff4lQV4+owQuh8HzgPATnRdr48eNPnjzJyR4fB/r27QuR1Ougv+agQYMGDRpE7gk1V0CLU+GNBCQaGxvRsyJL26HTHQ4HrmkkxMGHAk2LgroQHj9ezbJSj8cXn4MhKher0WTEXS6Wohrq6xu12ryLWC62uVlHUVR3XCz55WI7Up6CWCyNKNnlclZXn1Kp0rtZLjYlpfdlWS724MEDO3Zs93g8/fqVjBs3gaLoH37YsW3bl2SbP/7x8YQEBefEo0cPFRYWo5LVUQINa+T6dKT2EQi+sLDwxIkTEEyDV6lUyAzO0b5LgCAAACAASURBVKFjQlBNnWE6NXiKl8mupKRk69atpG8daoyyo+ATtdoUqVTq8Xiid7Ljd6mjPwxN08Koy8H51eApisLRm90BqpMUhwbPBz80FAHNQqLX4A0GAwBcd911/ft3VktDp2PXVPJCwqJy9GAYxul0R24noAfgIihhzc2NX3yx5Z57Zsydu7ClpenHH/cCwMiRVz/xxNPov7vvnlFYWMxn9/b2tk8/3RAx/xcHpCYdfXv+KZjtcG44tVrdp08f0vCenp7+5JNPAkGxcYz1QQleJGKC7kd44YUX8vLysFaNZwCcPowefXVbWxunlnyoq4tEonvvvRdtB9XgzxeNXUk4vwR/vhCKlSGSBs8HPzQUASWMIgvR8i/Bxy233EIeDUPwsX71PRmCF70AjItA8NXVx/v2LdJokkUi8dChww8f/gUAKIpmGBHSU7/55usJE27hnPXvf//zrbdedTpjdv3oCNrpYvQL2z7CGjxmerlcfvLkyeHDu8Qop6WlQddUM7F3OEgHcEk6CGaihw5S7/Dp4xaoxW0SEhLCdwkflUql06ZN43SJbCaY6Pk4vyb684W4vej56Ii4C1JUqampiV9SGUJo8AicLqE+WCwW/oKawFjRQ4iDF4BxEcZoMqqVomiDQU8e3b//f3l5+SoVd6SYOvXuxx57Ko6imRwNvvsm+lAqPkJeXh7K2t19gie7Sq5580300JXgOdMLQk7wKDv+1e+8887x48eHehQgrMGHwGWqwYd/Jfjtg36GSUlJQU8J880GTecAwb5BQYOPHoIGLwDjIqzBFxQU7tnzQ3Nzk0Kh2LNnp8Nhx4e8Xu+ePbvuu29W9NJMJuObb76Ctvv376/RcF2Oz56tA4D29kAWNo/HvXPnV2EENjaeRRssy6CWqLSlXh8ISrFaA9k96+tP80XJ5VBaOqC5udlgaKco6ocfvgYAr9cDAOGvi0HMfih8SkFB/v/7f3eiP4cPH+RwODjSHA57a2vjgQO7AcBiMbW1iQDg1KkjO3d+ZTIFplCnTh1paanzer1NTXWhOtPc3AAAUimzd+83R4+eQDuNRt2+fd/7fL5Tp86gPefO1aCk62jScOrUsZ07z4a/L+QqFeVDCIqOKPNjUbYvLi5LSYmU8+y8Yu/efXDpEXxEDT76uRoi+JgcpGPV4CHYdFwg+OghaPACMC4CwWdmZo8bd9Mnn6ylKKp//1KjsTOa88iRX7RaLX/1PQxYVjJ48DC0rdUm8/Oum0xWAMAyGUaUkZETRqBCkQgAhYV9P/74X2g4c7nsbrcTByFIpQF/ysREdVBRUqlUJBJLpXKKolCD1tZGvx9SU6PyqCT1GCxfrU4cNmwoy8oB4Le/DXJRsVisUCSmp2eiHsrlCQCg0aRkZOSg9KIAoFYnpaX1EomYhITEUA8BpaBXKlUZGTk6XWAqI5PJ09Iy7HazXK5CcZnl5VcdOPDL/v2BrqpUmoyMCPdlMhmMRl34hx8eTqfF5/PJZNGGjclkcXoCxw00C7zUCB4Fd5BZmDDCKPdBgYTEZEgLMxsIGgwCwTR4IUwueggavACMi0DwHo+nX78B5eWDAeD48aMaTadl7+DBA4WF/WKSJpVKb7jhxjANdDoDACQmBhJii0Si/PziMO3V6mQAKCkpLSoqRXvM5jabzcgwAQmIOwFAo0kJKkouV0gkUoVCSdM0amC1mv1+f/jrYpCL/fiUlpZTMlmiUqkNdRbLStTqpN69CwBAoVCiBOCpqRn5+cW4w1ptRn5+EcOI1OqkUJ1JTNQAQFKSNj+/2GCw4TvKyemj09VptXkobGPOnOI5c+bioTslJS0/P4KuXFdXYzLpo3wIQWEwNHo87pSU+KcIvzbC6MoXESUlJVu2bBkyZAj/EOpw0ENBEYcGH6ZxKBM9QJBVKgFRQiB4ARgXYRnVZrO+8cZyk8nocjl/+GHHVVcNRfvdbndNzamCgr5k4/r6OpfLGUxMtKB4aVyjaX/nnXdy9mMJYaLDsQS0Ch7fKnXQNfiImDZt2rhx4/DNBs1Fj/4fXix5SnhvAwF8oJIBlxpomp44cWJQokWEHWUKJgi7Bh8KcZnoQzp/CIgIwUQvAOMiaPCJiapRo655++3XJRLpkCHDSkrK0P66ujNqtVqjSSYbv//+yunTH8zO7h335eJzsiNrqSHweT2UKKoD3ST4mE5H4XmnT5+G0D78eGdEJ7tYZ0WXHY4dO/LNN1+bzaZevTInTfotx6nz7NnTn3++yWazlZQMrKycgAIxosGlqcGHQazp7mUyWawRkt0x0VdUVHzyySfRX0sACBq8AAIXJ9HNsGEjhg0bwdmZn18wd+4fOTsXL36G/PPxx5+O9VodYXLRjtERCT5KDT48j0bsAMTFE0HD5NC/vXqlyWQyiM6L/srW4A0G/aZN6+69d6ZWm7Z162eff77prrum46M+n3fDhrWTJ0/Nyspes+b9Q4cOlpaWRykZ8eW4ceN+jW7/Gog13X1CQkKsKUi7Q/DDhg2L6VqXIKKZLLpcrp9/3o+HxLjnlwiCBi8A44oauIOig7Fi0+D5CcDJNLRoIxTtIWq/wBo8eUrQMLmior64PHxEgke4UjX4urozeXl9MjOzWZYdMeLqc+fqyKM1NadUKnVeXh+xmK2oGFlVdSB6yeiJ3XTTTee5x78aUDkZ/nQ2FBISEmINVeW3j5hqAm8MHDjwMnqYfKDJ4o033jxv3h/r688dOnQwaLMvv9yyd+8PMZ0SBjRNC5l9BSBc+bnoMedJJBKn0xklwZeXc5U2hmFYlnW5XMjPHELT3kVZg0fgaPChFtR7uAZfXNy/b98itN3YWN+rVyZ51GjUp6QEnBm12lQyyqOlpamuLhANmJqawk+ZjAL59Pq2hoYIQYOhYDbrRSKr1Rqn3wnyNjcYYiizMWXKb4uL++IOe71ui8Xk8dQzTJAMdAUFeWPGjA5/d+jqjY116C2y2SycBmKx2OVyAYBKpSBFWa2Blj6fT6fTu90MAMye/cDnn39Ont7cXE9RETRUl8vp9/vi/hUAwGQy2u0ek4nb+VDo1Sub/1nhySIAVFSMPHBgP98adOzYkcbG+phOCQ/BRC8AoycQfICxoiT4MKltpVKp2+1WKBQikcjj8UR0suumiT5uDT6oiT5KGwZ/Db5v374jR46MtSeXMsRiFiVIPXSo6uuvv7j99rvJozabDZusWVZit9vwoZqaU1u3foa2r776N/zfJylJlZ2dBeA8ceKXX637kdHSUt/SUh+5HQAAzJ79/wCA0+Hm5pagjTMzkxcteiiau6uuPoQ29PpWcj9FUSpVYmtrGwC4XGZSlNHYjjZ8Pl9jY2NjYyMA1NfXciTX1BwzmSJntLTbwWS6cL9Cr17Z/J1hJosIFov522+3jR9/8+bNG6I55cSJo2azGQBEIpFWmwI8+P1+j8ftcrnim9z4fB6z2eR2N8Rd48RsNgBAU9O5mCqGkHA4zG63w+OJf3KGEp52b3pnsFqdZnPnt2+zJQMkAIDL5WpoaAp/OkrboNe3obqxccDjcVqtJq/3HE1H9RilUllSUpAYqyuf4DGfSaVSk8kUpQYflFxlMpnH42EYRiaTmc3miE528RVM7L4GT6a0g062DlmMji+BfAgLFy6cNWuW02kLdcrlCLvd9umn641G4z33zEhNTScPyWQynF3R5XLitAcAMHRoRXn5VWg7qK+ZVps+atTIgQPjXzluazvDsvLExJDxkOHh8/l27dpWUNA/PT0rPglut1Onq0tKyhaL46xD39R07uTJIyNH3oDenz17Oo3MqAbxX//611mzZgPA0KHX5OZ2+s9u2fJftCGRSIqLi1JSegNAYmKXXwedlZkZISz+4MH/SaXSwsKB8d0CALS0nEpISEpIiLaUX9BvKsxkEQAA/J9+ur6ycjyZwz/8Kbt2fX/mTC0AKBTKwYPLgvbE6bQ5nY7uTTGDT++ix6lTR7spobExAolGxPmdZJtMZYjgHQ5blJK7M8NACDXP5iMlJa2HEjxmLPTZREnwQZuh8DOKosLn/8JOdtEvbfI7EEZ+GOAwZf40JSYTPQJes4+1G5c4vF7PmjXv5eb2mTbtXv7dqdVJeOGzvb1dre4c4lG5hDCSKQq9HiHLq0QEwzAMw8QtAS2+0nT8Evx+L03TIpEobgkoFZJIJEavXHJyp6JZWlpaW1urVAYcXCQSCXkV0rsFPwSJhPsRiUSR3QCQD0x3fohAF7ohAcJOFgFg3749ycna/Py+ra3NUZ4yffqD4a/43XdfpKSkiUTiMWPi8V1A5WKTkrLjLhfb0tJw5MiBUaPGXsRysQcP/o+iqNLSoXFL4JeL/eCDwEZiojris3W5nLt2bRsw4KpulovFeUfixhW1thoUmODz8vISEhKiIfhQOi65uB4mGTuWIJPJgjaI2AHORvTQaDQDBw6kaTorKwuIyQrDMNnZgZVmrVar1YZUEPlr8FcewR89ephlJZWVEzi3hpIu5Of30enam5oa/H7f/v17S0uD60kCokTv3p06ulQqlcvlFRUV6M/QTnadv0sc5ScuHajVSe3tbWibM1kEgPr6c1VV+59/fum7776p1+uef36p1WoJf0o0ELzoBWBcxh9P1Agw1o4dOx5++OFPP/00QuvQznGkdzrLsqGGHjwPuPAaPAA8+OCDvXr1stlsQDD0gAED7rprKmqwa9euoFlLyatf2QTf0FB/5kzt0qWPoj/l8oRFi54AIunC1Kl3bdq03u12FxUVl5UNuqidvexBLlTNmjVLq9UmJyfzD0GIqW2YarOXPvLz+2zevKGpqSEtLX3//r3YXa6+vk6rTZ08OfBJtrY2r127BgUJhzoletC04GQnIIArn+C7rkNHztERhuBJDX7dunWhgnSxiT5oeeyI6I4GDwB/+MMfAODDDz8E4t7JOwrD7sB7XHF341JGZeWEysoJ/P046UJ2du/Zs+dd2E5dsSDnwQUFBaNGjQKApKQknU7HmSIHndpe1ho8TTNBJ4th8neFOiV6MIygwQsI4DL+eKIE9qIHgIEDByLX3DAI44NGEZg4cWJ4CbNnz25tbQ3VJnwHOnoe/wIKx4s+ene/oJF1AgTEDfLdw9sKhYJP8MT7doWY6CHEZJGTv0urTSNzfHVzfskwjFB8TwDC5f3xRAOSpaZPnz59+vTw7aM00UeUMGIEN1VfrOiO6szpZ6yJ/BCuVA1ewIUEydD4PQxale7KM9FfFAhx8AIwrnwVLVZlNKKJPqK0MBJiQvc1eKyOx6rB8/8VICA+BNXgwxO8UtlZMFp4/WKFQPACMK78jydWDSCiBh8xyXzcWejx6bgncQvhmOi7o8ELENAdkCwenuDxW3rzzRP4OwVECcHJTgDGlW+iF4vFIpEoerIMQ89RavD33XcfyjYVH/DVw3vDRSMkqJNdeJA3qFQqFy1aNHr06Li7IUAAOU3EjC4Wi3E+CT7IEGphhShWMAzt9/v9fr/w6ARc+QQPAFKpJPp3PS0tLT2dmzwLgXSyCyPhxhtvjLmLXa8CAPfee+/ChQu7KSQODR4nu0V/vvDCC3H3QYAA6FqYEb+HQavSqVQqhUJhsVjIQ4IGHyvQ0/N6vZe7f6KA7qNHfDwqVWJCQrQRa/fff//Ro8HzLHazTFyUQKycmppaVhZ/ihVSgxeLxRJJtMYAMkBOgIDuo7Cw8P7770fbmHIKCwv59DN37tyffvoJiLTKIBB87EBPLHpHerfb3d7e/mv2CKxWa9znnjx50mQyBT3U0NDAX4yor69va/t1b+cyQo/4eF599YUFCxZE3z4UvUVpou8mzmOIGhLy/PPPv/LKKzGdIhC8gPOIoqIiiqJefvnl/Px8tCc/Pz8hIYHTTCQSIeNZUMd7AVECa/B4z8yZM5988klUaZAEKoXy97//vfshP2FQW1ubkpKybds2zv4oHQXGjx//7LPPcnbabLbm5ua+ffuuWrWKc+j+++9//vkX4+7tFYYe8fEkJWlw/YbugEx0031p4dFNikWzBLSKn5ubW1BQENOJAsELOI8YMmTIpEmTHnnkEczcc+fO3blzJ78lSmRbWNj5ugoLybECPWS3211TU4P2rFu3bunSpceOHcNtzGbzb3/724EDBy5durSlpUWnC1df+ODBg3FXRQOA7du3OxyOlpYudVN0Op1ard61axe/vcVi+eab7/GfRqOxubmZ0+bRRx8dPXq0zWY7d+4c55Ber7daw1XG8vv9er0+fJ+9Xi8q63C544papLFYdGYzN7eM2WwBgObmUyJRt0irsfG4z+f2+TxSKaVSKRobj0d/rtNp8fshylP8fi8AWK06TnuLRWexRFvn22BoBACTqREJQZNlg6HB643g/We16gDAYmkN2tvWVk7tzkBVdZOppbExwjdjMhn8fn9Mzy0oopeg0WRIpcpuXk5A9zFmzJgxY8aQe+RyeXFxMb8lwzB79uwxGptdrsAYLWjwQeH3+53O4LXqRSIaAHbu3HHzzZN37NheXl5msVgAoKHhbG5uJpowHT9+eOPGjQBQW3uKYRin0+FwmF9//Q2VKnHixOtcLhsahQDAZrMPGjTo7bffvPvuO/EeuTxklQ232+5yudraGjWaJAAwGIxmsxEArFaTw9E5+Bw/fthisdTWVl91VSlHwoYNG+fN++N1141D0ZI2m7W+vo48FwDa21tPnDgBAG1tLQ6H+dSpmrfffveBB2Y+88xzOl27Wp3o83nwKb/8cmjhwj9t2bIRqXnr12+YPfsPTU3nwvgoPPDA3PT09BUrXsd7vF4pgBgAfD6vwxGhtKbb7UKPgtPt6OF2OwHA6bR6PM5o2tO0iGWD/ChXFMFLJHIAbhkVj4cGaFIokuPOmOF0Wt1uh0KRzDBimhYtWfIXj8cTkzSGaQfwK5VR1QBF9cqkUgXZ3mptF4mkEgnXqhkKcrkKADSaNCTE43ED1EqliWR9pKCQyZQAIJerOb31eNx2uyEhIQnVCuNAIlEolRHeJavVTVHtUT6EoHA4zF6vNyFBHWV7keg8mG0EXFwIGnxQ+Hxevb6Bv9/v9/v9HgD47LNPAWDz5o2nT1ejQ7fc8tvKyuvGjr128uSb6usDyv13332XmdnL6XS9//7by5e/MnBgycSJ11ks7QBgMpncbo/f7/f5fCdOHNHrG9xuj1gsKi//zZ/+9DCubYFhtzsmTpz2zDOPf/jh+nPnntm06Z/791fdeutd1157NQAYDK24wy6Xa8mSJQDQ2tqo09X7fD7SZIg0gRMnDubn5wKAw+Gsrq7m3CyaNACAxWLQ6xv+9a/Vr776elqaZu3adWKxqF+/IrfbgU/ZufOb77/fefLkIZ/Pr1arzp6tsVptP/64q6ioAAD276+66qqBAEBRlNvtXrnyH62tbceOndi5c/ePP+7/7LN1SDN0udIBVADg9bqDPnkSHo8XACwWPUXFb/kAAJMp2nKxUqmCZTP5+68ogheLpWIxt76L3e4EgIQENcvGOdz7/T6Px6VQJDGMSCQSKZXJsUoQicR+v1+hSIqmMUXRACCVJpDtbTY9y0qjlAAdPJ2UlIZOQTNKqVQRUQKaBiYkJHJaOp02u90gl6uCli+USOQKRQQ3RonEAEBFfwt8eDxOAHd3JAi47IBDPXkryD0aDMOkpubz91dX16hUSQDw7rurAeDFF19XqVTokNVq27jxs40bP/N6xS+99BLaWVt7prb2DEVRf/7zkxaLpaSkFADU6l4sK1u0aPrhw0dQ5Umvl9m6dde8eQ9/8sn6lpY2u92Pr372bF1jY0NFRcXGjZuOHj3e0KCzWCzt7frU1Hy3+7DH4/36628BoKamHp2yatXquXPnoWpYH3yw9uuvv6dpatOmjeTNAQBNK+rrjagyXnNzq1abR071aDqgX4lEstTUfJeLAoBTp84BgNvtOXTo6OLFz/31r8+Ul5f7fL7Nm78GAJlMO3ny5FtvvRXFML/xxgdPP/306tWrn332uQ0b1k+fPuPxxx9rbGx85ZVX8VUOHjxssUBhYT4AsCzdcUVJ0CdPwuVynjpVq1KlpaSkhW8ZWoLNYGhKSsqOsmBxqHnwFUXwvza6mcEm+qtAtxUXcg0+JqCptLAGHxEOh8Xn4zoqe70un89jsxniFuvzeT0eZ9wS0MKhy2WLW4LX6wYAh8Psdjvik4Cs6zabIW7rusfj9Pm86BbQHTEMg73C7XaTzRZhfdTn83g8ru78EAB+t9sevQS5PFrD0nkCxTDBh36JRAaEC5vRaOQ0mDuXm+je7/cjM77T6dyy5cuVKz/4xz8+OHz4yM8//4wafPHFl+3tOrPZ/PzzywDA5/MbDCZUFfCFF5Zt3779xIkTjz76GAC0tra3trbrdPoDB6rs9s5X6B//+GDTpk9VKlV1dTVe3q6qqqqqqiovL29qalm2bNkLL7zAsqzL5QaAhQsXHT16FNXrstvtr7224t///nd5efny5csdDkd9fUCHXr16jdPpQpOY99//B9rp8/m+/PLrY8eqa2pq/vrXp7799lsA0OsNZ8/Wff75f1wuFwDU1NQuX/7KypUrAaC29rTZbP6//3uU/8YaDEb0nB0OK0ACBBKDRiBdhvEBAE0zEVuGAk2LAIBhRHFLQBAIPgZcGIJPT0+vra3t5tJjWVnZnXfe2atXr1hPFJzsooTF0s6nQJfL4fF4jEauT1BMcLnsLpc9vnORp7TdbjYau/WiRu/twYfdbgYAk6mlmx8LeozojsjPwWxuNRojxIB5PG6K8nfzh3A4LA5H8HVuPuRyFVkj5yJCq43ZxIhRVXXw0KFDbW3tDzzwAGZ3ADhy5EhiYiIAIGf4VatW/eUvf3nsscemTZtWX1/f0NAwZ86c2tpaAFi69Gl0yowZMx5++GEswel0NjU1NTU18S9qs9l27NjxyiuvTJkypa6ubtOmLQCwe/duADAYAhOshQsX+v3+3bt3V1ZWHjlyZN++fVjs6tWrb7rpJr7Y06dPJyQk4DfnwIEDTqfz8OHD6M/9+/fv378fbT///PNog+9YZzabdTqd1Wrdu7ca4LronuIlBIHgY8CF8Z+/8847d+/e3c0L5eXl/etf/4rjRCFMLkqkpASp9anX25xOe69eRXGLbW2tZVm5ShWnZc/n8504cUqlSuvVKyc+CW63o63tTEpKb/5qV5Tw+882N7ekpxfG/Q4jJzutNg/9ySmmkJraJ+LEtampXSqVdeeHaGqqViiSL8f1oD59+lAUxQ+K42Pu3LmvvfYauQe7l2MGxUD8jYD885999tnjx48j/lu1ahUn7K2trW3ZsmUAIJfLnU4neZTTPbvdjgpv6nS6Dz74oKrqIL+ruL3Vat2zZw8A0DSN+Xjr1q1Bb9Bu75wo79ixI2gbAAhT9tNut/ft29dmszkcKzmHdu3a9c4773zxxRdKpVIkEuXn5x87dszr9UokkoKCArlcPHRohUaTkpqampWVJRKJ2trafD6fwWDQaDQymQzNXSQSiUwmS05OZlnW5/MZjUaHw2G1Wmnar9M1iMWHvV5fUlKSz+ez2+0OhyMrKyummEaB4GNAxBx25wU5OTlw8ZyHBQ1ewKUGmqaFFzJ6UBQlFouRIZoEyYgIoVJ2krj99ttLSkqWLFnCj1UDgD179iBDPUmlCEhfF4lETz/99EsvvVRfX48PJSUlIeKsqqoCALPZ/OWXXwLAhg0bONF0AJCYmEgmulmxYgVS7ufNm7dv374ffvgBosvqs379+ohtSKBZyEsvvcSPIfT7/a+//vqCBQsUCsWECRNQRoezZ8+OHj06LS3NZrNVVf38449H16//NKYrRoOJEydu2bIl+vYCwceAC2OiR2PZxSJ4dN3upMEXIOD8gqbp5ORkS7TGcgHAsqxSqbRYLE5nIMiqsrJy6tSpW7duxTxHUdTQoUPFYrHH4wml7vfq1euRRx7RarXI6T09Pb2pqUksFuOw+Pr6ek6WOrlczjA0Ck4GgNTU1AULFqxYsUIqlTocgSUtrVbrdruvv/56RPAGgwERfHV19S+//AIAEokE93zo0KHbt2/H8hG7A8D1118fNOUo2T0E8tK4V+RMQqlU5ufnV1VVpaWlTZo06Z133iko6HP99de+9da73333HUe+TqdbtOjZF198ccaMGW+//XbQWDuXy7lr17YBA65iWbnJZDp79qzf709JSWFZViaTNTc3e71ehULh9/tZljUYDHgOkZiYKBaLVSqVTtdqtbZlZBQwjNhqtXq9Xo1G4/V6kVNC9BAIPgZcGBO9Wq2Gi03wWVlZF+XqAgTwQVEUdgUXEA3S0tLmzZv33HPP4TXv5cuX9+vX7/7779+yZcuUKVNUKlVJScnYsWPLy8uPHTuWmpqakZHx/fffk0JGjRqFkhE1NAQ82hYvXpyamrpkyRKSWfEyOUJubm+plD1z5hxKf5uZmQkAUql0yJAhO3fuZBhm/Pjxjz32mM1mQ5b2MWPGICc4AEB7AODWWyeuXbsBABQKxbXXXksSPEJGRsbQoUO1Wi0yceM+qNXqZcuWPfDAAyzLsiyLPAcXLlz4xhtvoNUHVEv3b3/725w5c5xOZ79+/aqrq1999dXp06evWbPGaDT+7ne/27BhQ1KS+rnnnn7vvQ/4toHq6uoXX3zx4YcffvnllyPqeyqVSqVSZWdnkzujcY3KzEzT6c5ptXlBo5aih0DwMeDCmOgHDx4MF9tEjyYZAgRcCghTd05AUPzyyy9SqbStre3pp58GALFYnJQUcCa4+eabhw0bptVqUaKbUaNG1dXVHTt2TKfT3XTTTadOndLr9XfcMW3t2o/xLB9rjQUFBZWVlU899RR5LZZlyeUAiUTy2GMLMjMLRowYCQAlJSUAoFQqi4qKzp07J5FIsIV5wIABKSkpHo8HE3yHBPa+++6lKPajjz6qrq5ubGx84okn0CFc6n7EiBFpaWmTYIqaJgAAIABJREFUJ0/OyMjYu3fvjh07rr/++hMnTiiVyuHDhwPAQw/NPnbs5H/+8x/Uw7y8PETwL7zwwtKlS++9994zZ8588skn11577bp16woLCwHg3nvvRVdJS0uTy2UikeiRRx75+9//jnbKZDK0CpGXl/fPf+4aNmzYZZGhQcgSFQMujAZ/AdLdhwF6axUKxUW5ugABfNA0HXeWqp4JmUxGUdT8+fPRnyNHjkxL63TbHDdu3PXXX4+2x48fP3PmTJFIlJqaum/fvhtuuF4kYmbOnIEW8lEbpVKZkZEhlUqvvvpq6DDvYdavqKiAjnFDLpdXVAxLTk4aMGAAOopUhX/961/PPvtscXEx+Tump6fPmjULJxFXKpUAMHny5M2bN5SVlbz55pv//Oc/09PT0dxu8eLFs2bNQoU6xWIxKmowZcqU559/XiqV5uTkbNmyZdy4cWq1Oisri6IoqVSCix307dsXxf3TNP3II4+cOXNGJBI9+eSTP/3008svv1xSUsJZkZTJZOjusKq9Zs2aiRMnou3U1NQRI0ZcLk4hwrw4BlxGcfBxA724sa70CBDw64GmaUGDjwMqlWrkyJEZGRkcv+vFixfj7crKysrKSvwny7JpaalXX321XC7HtMcwzNdff11TUyOTyQBg/vz5P/744xNPPIGi4NLT0+Vy+eOPP26xWJRK5cyZvzty5IBUKpXL5aWlpY8++igAID5OSUnhe+phgp83b94zzzzzzDPPZGdr7XaTSqW66667oMMfaOTIkTfeeOOcOXMAYM+ePXgCAQBSqTQ3N1cmky1btsxisajV6iee+PPo0b8pLx968uTJAwcOpKWloQHtwQcfpGkamydDvVR9+/ZNS9MAwIQJE0wmU1FR0bRp07ZtuyyVYeGziQE0TV8Axfo8VpOLA6NHj16wYAFZw1uAgIsLmqYvX6/Ps2dPf/75JpvNVlIysLJyAspTibFnzw+7d3/v8Xjy8vpMmjQF3ea7775RX1+HGgwbNmL8+EnxXZqmaeRkHj3EYhb1IT09nXzm/fv379+/P9oeO3ZsS0tLfX39ww8//H//93/z5s1btmxZZmYm4suWlsCCvVqtHjRoEEqEh/Dwww/j5XyMgQMHFhUV2Wy2m2+++aWXXkpNTQXo4vFXUFCwcuVKZDxAXeLo3LNmzUI+/Gq1GpH3bbfdSlHUDTcMLS4uLi8vz8zMlEqlYrEYzQ8iYu3atc3NpwCguLj4ySefjOaUSxYCwccAiqLI9/VXwsU10Q8YMODFF4ViiwIuIVAUxa8te1nA5/Nu2LB28uSpWVnZa9a8f+jQwdLScny0ublx9+7vZ86cw7Lsxx9/uHv399dccz0A6PW6P/1pMeIwzoTg10ZiojIxUQkAy5cvR/G6oYC6l5+fH8plbOnSpWVlZeSeIUOG8JuVlZUdO3bMbrfLZDKj0SgWizkFwxiGmTVrFtqWSCRSqZQz2xs/fnyoTpaWljY3N6ekpACA0WhEFogeBYHgY8C9996L0jn9qkCufJfLGo8AAb82RCLRZUrwNTWnVCp1Xl4fAKioGHngwH6S4PV63cCBgxITVQBQVNSvubkJAFwuF0VRMtnFWSN78sm/nDlzOwDgJedQQKb1MJaV+++/P/rrIuqN6GmhVCpjVbEQu+NL9DQIBB8DYnpl4wZFUe+//z65MCZAQE/GihUrTKZrP/74YvcjdhiN+pSUACFptalGY5eIsuLiAcXFA2w2a1NT4y+/VGH13e/3r1z5islkysnpPXHirQpFZ8njhoZzKKSbpmmVKoiy4ff77XarXt8WX4e9Xo9SmWA06sXiCBVRAWD58pdGjhzOuZbVagYAg0EXt9uEzWZyuYLfwowZ/2/ChBsj3p3b7aIoKu6HAABWq9XjATJEzuVSAkgAwOPx6PURKhR4PG4AsFrNUZaK4cPtdthsNoNBh4qLRoRYzCoUQd4HgeAvRUyfPv1id0GAgEsFd9xxx6fnPyfYhYDNZsNOZCwrsduDsOa5c2e3bfvS7/drtakA4Ha7cnJyJ0yYlJCQsGnT+v/8Z/Ptt9+NG3/11X/OnKkFAIVCOXhwGV8aADQ0nG1oONu9jkcoh4pQVlZYX3+yvv4k/9Dhw/u71wE4c6Yu1KGqqqiKqFZV7e1mH0jodGUAWQBgs1milIwL9caNurqofggASElJKykJsgIiELwAAQIE/CqQyWQGQyC7u8vllEqDWIkLC/sVFvbbvXvn559/es89M7KycqZNuwcdqqgYuWbNe2Tjm2++FQWdUxSdkBDEjH/gwK6MjN5paUFKg0cDVOw8MTGNZeN0s9XpWmtrj5eVVcStvNpseofDmpQUf66t6urDFEUVFPSPW4JOd04qVZAVApOTA79dQoJy8ODfhD/d7XYdPPi//PxijSYlvg64XHaTqUWjyYiymlyopy0QvAABAgT8KlCrkw4dCpROaW9vV6s15NFdu76Xy+Xl5YMBIDs7Z9++3QCA/OczM7MBgGEYzsCdnBx5BVoikSqVcSb+83hcdnu7QqGUSOJ0ArDbrQCgUCSKxXEHPrgoyhv3LQCASCSiKKo7Emz/n70zD4+iyvr/qd67053u7IRsZA+EsMmOwLixqeDI4IK4zzg6Our81HHcXh/nHWcefXXm1Rl5HdwFNxaNOKCIGBEIgbBDCIEsZF+7O53et6rfHzcURfWaahKa5Hz+4KncunXuqeqmv3XuPfdeW49KFcO1wKYHiMXikJZdLicAKJUqwT44nRKXy6RWx0a4kt1lObcPQRAk+snJyTUY9B0dbQxDHzy4r6Skv1O9tbXZ5XJqtdr9+8sNBr3D4aisrMjMHAMAJlPv+vWf9PYaGYbev39vUZHwMBRBMIJHEAQZFEQi8YoVK0tLN7rd7sLCookTJ5Py999/+557HigunqDX96xd+57L5crOzr3++mUAMG5cSW+v8aOP3vF6vTk5eQsXhshmR5AgoMAjCIIMFhkZWQ8++Civ8IUXXiYH8+ZdPW/e1byzs2fPmz173lA4hwx3sIseQRAEQYYhwz+C12rjI0npBACVSiuXR7TORnZ2YSSXA4BON1okEr70jUQinThxRkyMJnTVAEil8vj4DN6kzO+/B7KRdGEY95eUlKpWR7Tpp1odH2jj6ighKyuPpulILGi1oyL5oCmKmjhxhkolfK8giUQWH58RSWpPQkLyxIkzItlMISYmTqm8YFLv7NmwfXv/cWIYicl5eeMieYwAEB+fFmYCc1TR0NCs1SZfuD3pABCLJfHxGVKpXLADfX3m+vrmmTO9grcHUiq1cnlEm121tnaIRKKSEuEW4uJG837rnnoKVq0CAAhn42K3211f35yRUSB44VOpVOH7eyuA4S/wMplcJhP+fQUAsVga4X91v0sQDAiZLKJlmCiKEjxhgyASiX0Ta89tSRUWCoXS7zSh8JFIIvoch4BIXqEIl/yDpiiR4AxqglyukMsj2svA9/UiKQmuvXYAFjSaSPc7lskuy/2WWlqa8/PHCr488k/f4XA0NzdG8pobYd44ABgM+giX+vb9b1hcDJwNbkLAMExzc6PT6RTsgN/fWyF2IjeBIAiCIEi0MfwjeARBkBGCThd/abeClMnkcXHxl2qvLIJarbm0DohEori4eJns0g/xUFE+qIkgCIIgiACCRfDV1SdCXj927PiL5wyCIAiCIBeHYAK/fv0nIa9/8cW/XTxnEARBEAS5OAQTeJXqstyDGUEQZKTR1HR2y5ZSm802fvyEBQuWUNTgDkJXVOzZu3eXx+PJzs5dunQ52Rjerw+D5Fhvr3Hz5k0dHe2pqaNXrFhJZugMpQMAcOzY4Z07d3g8nrFjxy9cGKy5If50WIIJ/FNPPT80TlxEXnrpmUvtAhItDGr30rvvrib7giAIXOq+TJr2btr0+U03rUhPz1i79v0TJ46VlEwavOY6O9v37t11//0PyWSyL75Yt3fvrvnzr/HrwyA5xjDMunUfLFiwJDc3f9u2/+zdu/uqq64bSgcAoLOz/dtvv3nggYc1mthPP/3owIF906bNGmIfQiL8PYKmvQcP7r+IriAIgiACqK+v02p12dm5UqlsxozZR48eHtTmjEbDhAmTY2O1CoWysHAs2RLXrw+D5FhDQ61arS4oKBKLxQsXXj9t2swhdgAAzpypyc8vjItLkEik06bNrKo6PvQ+hCSsaXIul3Pr1s319bVut4stdLs9Xq/niiumD5pvCIIgSGhMJmNiYv+qaUlJySZT76A2V1RUXFRUbLNZOzrajx8/On/+NYF8GCTHDAa9SqXauPGz9va29PSMRYtuGGIHAMDr9bJz0ChKRN5yhtiHkIQVwf/44/dHjx4ym/scHLxez2A7hyAIgoTEZrPJ5f3rPMpkcrvdNgSNtrQ0fffdNy6XMykpOZAPg+SY3W6vrj45ceLkBx54GAC2bt08xA4AQF5eQW3t6c7ODqvVUlGx2+GwD70PIQlL4E+dOglALVp0Q0JC0pgxOTfeePOYMTkSifSeex4YbP8QBEGQ4CiVSperv3vV5XJGuCZ0mBQUjP3d7/4wZcr0LVu+DuTDIDmmUCgyMjLz84vkcsWMGbPPnKkZYgcAIC0tY+HC67/88vO1a9/LyclTKlVD70NIwuqit1gsOp1uxow5Xq/30KEDU6ZMmzRpyuuv/+3IkYNZWdmD7WJ08tBDDyUnJx87duyrr74aguaee+45iUTy008/7dy5c6DXLl++fPz488sVMAxttztaW1t37NjR2dnJlj/88MOJ5/bxWLNmTXt7OzmeOXPGwoWLyDG533vvvTczMzNQcz///HNZWRkAJCenPPTQgwDAMMzf//53i8UyUM+RS8IQf7eRyNHp4k+cOEaO9Xq9Thc3qM2Vl+9SqVSTJl0BABkZmZWVewP5MEiOabXn7YhEIrJu3VA6AAAej2fs2GLyEGpqquPi4ofeh5CEFcGrVCqbzWazWZOTU/T6Hr2+B4CiaZq8NyGXFxQlUqlU+fn5v/nNb7jCzyUj47x+p6WlC2uopGT8uRap4vA3akAQZIDk5OQaDPqOjjaGoQ8e3FdSMnFQm9Nqtfv3lxsMeofDUVlZkZk5JpAPg+RYbm5eT093S0sTwzD79+8tKCgaYgcAwGazrl79v319JpfLuWfPzilTpg29DyEJK4LPyso+ceLoP//5+qOPPklR8P77b8vlCofDrtFEukkaMmQwDP3OO+8CgEwmy8zMnD9/nlgsWbRoUU1Njdvt5lXOyEjfv38fOU5P5wv85s3fsMssr1y5Uq1Wd3Z2fP31ZlLCRurct4fi4uJ9+/Zd7HtCBoWNGzdJJGK73X6pHUHCRSQSr1ixsrR0o9vtLiwsmjhx8qA2V1w8Qa/vWbv2PZfLlZ2de/31ywL5MEiOicWSW29d9c03X1qt1qys7BtuuGmIHQCA2FjtnDnz16z5l1yumDp1+vjxE4feh5CEJfBXX72gra21r69XqVRNmDD56NFDNpsVAMjkBIQQFxd39dVXjx49Wq2O6e7uqamp2bOnnKa9bIWkpKSFCxekpWW0t7dt2bLlwQcflEgkpaWlR48eHVBDIpH4nnvuzsjIMJlM7777bphd3wwDbK97Y2Oj0Whcvnx5TEzMtGlTy8v3stWMRmNcnC7j3IbSMTExOp3OYDDEx8ezdfT6HvbY4/EAgNPpYo0T0tPTdTodAFRXnxo7tigjI12r1ZpMpgHdKTJIiMWSGTOmT5w4MS5O53S6Ojs7du/ec/bsWXL2V79azuuiD/7VfeaZZ2Qy2Z49ezQaTX5+vtfrra2t3bJla25u7ty5VyYlJRmNxh9/LDt9ur/DTyaTz5kzu7h4nFardbnc3d3d5eXlp0+fvhRPYviQkZH14IOPDllz8+ZdPW/e1eH4MEiOZWVlP/TQ45fQAQCYPn3W9OmzLq0PwQlL4OPi4n/3u8daW1sAYOnS5WPG5BgM+vT0jIIC4RsPDzPS09PvvPNOspwTAKSlpaWlpRUUFLz//gcMQwOATqf7zW9+LZXKACA7O/uee+4RiwUuQrB48aKMjAyXy/npp58JHtg+efLk4sWLVSpVRkYmwHmBt9vtHo8nKSlJo9GYzWYSvre0tHAFPhxKSkoAwGKxfPfdt2PHFgJQxcXjuG8SyCXk+uuXTJ48GQBomlarZWp1Xk5O7ieffFJXV+dbOcyv7qxZM0UiMTmeNGnS6NGpSUnJFEUBQEpKyi23rFi9erXBYACAm2++qbCwiNSUSKRZWVmZmZkfffRRY2Pj4NwugoxQwtKY3bt/6uszkYEWkUg0adIVV1+9ANWdhaKo66+/QSaTWSyWDz/88JVXXtmxYwcApKenT5s2ldRZvHiRVCqz2WwfffTRmjVrHA6HsNUKJ0+ePHXqVIahN2zY2NXVGfqCANA0TX5t4+P5GR/Nzc1wrmee/EtKwoeiRGTQvbr6ZF9fX1NTMwAUF+O+RFGBRCKdNGkiAJSXl//1r3994403enq6KYqaOXOG3/phfnW9XvqTTz599913e3q6ASA5OaWqquqtt94iGZdisTg7OwcAYmNjibr/9NNPL7/88urVqx0OB0VRRUVFg3fLCDIyCUtjduzY9uabr61Z88/du38yGvWD7dNlR0JC4qhRKQCwY8eOxsZGh8Oxe/fupqYmACA6J5FI8vMLAGD37t1nz55tb2/fsmWLgIbS0tKuv34JAGzfvr22tjZCt8k4S2yslldO5Jzk2aWlpQFAc3PLgCzn5GTHxMQAQFXVSQCoqqoCgNGjR5NEU+TSolDIiUKPGTNm3LhxLpdr3bpP3n333R9++NG3cvhf3dra2traM62trSdOVJGSn3/+uaenZ/fu3WSgSqVSAoDb7V637pN16z4pLy+naUapVEokEgBQqVSDc7sIMnIJq4teq9WZTL3t7W3t7W07dmxLTR09blxJcXFJXFzCYPt3WZCY2K9bRNTZ48zMzISEBABISEgkfZUtLS3nzjYzDEMKwyc/P58ckOHtCCETN/v6+OPiRM4zMtIpikpLG+1yubq6ugZkmaTXWSwW8kBOnjy5aNEiiqLGjy/etWtX5J4jkWCxWGprz+Tl5Y8ePfrmm29mGKatre3IkaMHDx7wrRz+V7e7u5sckLQMtoSmaZpmROdCCbvd3t3dNXv2rIULr0tISBSJhmjXDQQZgYQl8I8//rTB0FNfX1tfX9vQUMdV+gce+P1gu3gZcW7hQnLMAIBYLAYAqVTCLSQHAgQeAMxms0ajmTp16r59lQaD8N4UihKRYXWDwcg7pdf32O321NTU1NRUmUze0NBA0gjCRCKRjB07FgDUavV//dd/cU+hwEcJn332eVFRYXFxSV5erkwmIykjubk5X3zxBa/mRfzqElQq1W9/+1uVSmW1WisrK1taWubMmTNq1CjB94IgSCDCEngAiI9PjI9PnDp1JsPQhw8fLCvbbrGY29vbBtW5y4WeHgM5yMzMMBrZ40w4F8QYjf0impo6mkRCo0enCohd6urqvv7660cf/b1EIr3uuuu++OJzwT6PGzeW9KL7HV9vbm4uKCiYNm1aoApByM/PY9dl5JGcnJKYmETGaJFLhUKhUCpVbW3tJ09Wi8WS7Ozs+fPnpaenFxQUyOVyp9PJrXyxvrosxcXFKpUKgPn3v/9tNpsB4Nprr43gbhAECUi4Au90Ouvra8+cOVVbe9ps7iOFOA+eoNf3dHZ2pqSkXHPNNXq9vqure9q0K7KysgDg5MmTAGC1Wtvb21NTU+fOvbKtrdXt9txwww0CGmpubjabzfv3V86ePbuoqDArKyv8xGOKgpSUUQAgk0kzMjKuuuoXxLHKSj8ds0TgyUo1bN9smJSUTAAAi8Xy6aefsoUKheKuu+4EoMaPL/7pp58GZBC5uOTl5S1fvhwA1q1bV1dX19TU2NXVlZ6e7vV6fVdEuFhfXZZzXQJUenpabW3d1KlTtVp+FgiCIBeFsAT+ww/XNDc30nR/P21MjHrcuPHFxRNIXj3CMMyWLVvuvPNOjUZz//33s+UtLS379/fvqPvDDzvuuGOlRqP59a9/DQBOp0NwP+fu3bunTr1CJpMvXLhwzZp3AJjQ1wBQlOjBB3/LLfF6vd999x13h0AWErWLxRIAZkACL5fLSaJATU0Nb2Z8e3tHamoqCvwlp7b2jMGgj49PWLVqldvtlkolABQA7Nu3j/0/zuUifnUBoK6u4dpraYoS3XLLrQBA07TD4VQo5BqNJoJ7QhDED2F1tTU2NtA0rVLFXHHF9Lvu+vUTTzy7ZMmyrKxswf/Jhx/Nzc3/939vnzhxwmg0uFyutra2srKyDz74kP3FrK+vW7duXVNTk9PpbGlpef/9D7lr4AwIu91eUbEPAFJTUydMKBno5V6vp7u7u7r61DvvvHPixAm/ddra2ojner1+QCuaFRUVkaTomhr+MsakJCEhkXQkIJcKh8P54YcfVVRU6PV6hmGcTmdHR8eWLVt//LHMb/2L+NUFgM7Ojk2bvtTre1wu59mzZz/44IPa2jMAkJ2dnZKSItgsgiC+UAwTOv7bvHlTcfGE7Ozc6E95femlZy61C36gKFFycjIAWCxmq9UKACqV6qmnngKAjz/+uKGh4RL7N0x58cW/DZ7xd99d3do6sOyEyxH86obJoH7ZEEQYYXXRL126fLD9GN4wDHPPPXcrFIqenp7PP//C4bAvXrwYABwOR1tbe8jLEeRSgV9dBLl8CTfJDokMprS09Je/vCkxMfGRRx4mRQ6H88svv3Q6HZMnT166dGmQi//1r7e4y79zieRaBAmDYF/dS+sZgiDBQYEfImpqat54481x48bFxcUxDGMwGKqrTzocTnLq3XffDXKtydQbxKzgaxEkHIJ8dREEiWZQ4IcOu91+8OBB33KbzWaz2YTZjORaBAmTQF9dBEGimeEm8H5XO49kVg9rg0wlEngxwwBAZD5E5AD0PwSIzAjfB3bWtFgMIfMvL8ZD8OPDpUKjifX9skXJB31pfRiMD5ph4NwCuCCRQEjbl/whIEg0EFYW/WVNd3d7VdWh2bOvlcn8L68WErO5x2YzpaTkCvbh+PFKhmEmTJgu2EJXV51SGavRJAm73O127dmzfdy4ycnJo4VZcDptBkNzUlK2RCJjC8ViINMA//lPeOSREBaam+sbGmrmzVsszAEA6O1t93jciYmZgi0MNidPHnY67ZMnzxZsobu7QSZTabUCJ4zRNP3zz98WFJSMHi3wKbndjp6exsTELKlUIcxCW1vT6dPH581bLHjSjcnU6XLZkpKy2ZKvv4abbuo/bmmBtLQQFg4fLlcolGPHThbmAAB0dJxRqxPUatweCbmMifZpbwiCIAiCCAAFHkEQBEGGISjwCIIgCDIMQYFHEARBkGEICjyCIAiCDENQ4BEEQRBkGIICjwAAnD59ury8/FJ7ccmorj7h9XrCKUQQBLlcQIFHAABef/313//+95fai0uDXt/z9debPB5PyMKQfP31f5566rmL6h2CIIhAhttKdogwvF6v1yt8k+/Llw0bPjlzpsbNrskXuDAcWlpaDx06cvG8QxAEEQ4KPAIAwDDMsF/T0C8rVtwBAC+//ELIQgAwmXrZrfm0Wo1IJOZV8Ho9DMMYjcK377NarU6nh6b5lsOEpmkAsNksgn3weFw2m62318BdsnBA2GwWADAaewSvZGe19nk8Tonk/C1YLDKAWHJsMhlUKjq4BY/H7XKJIvsgbDQtcbtDNMQSF5couC0EGSRQ4JF+RqbAD4jq6qpt2/5DjufOvdJXvxwOO8MwR4/uG2rPLqSlpaGlpSEyG20R+nD8eGWEFgAa2aOzZ1MAppLjkycPd3WF3qnWarUYjfqIfQiX+fOXRLz8PoJcZFDgEYARHMEPiJKSiVlZY8ixSqXyjVC/+KKUoqgrrrhScBNGY5tUqhC8BDpN04cPl2dm5iUljRJmweNx9fa263SpgiP47u6OpqbayZNnC47gLRaD2+2Iizu/b0JHh5Q9LimZPnp0iMC6puaYTCbPzi4U5gAA6PVNSqVOpYoNsz6qOxKFDLrAnzp1sqxsu9ncl5qatnTpzVqtjnu2qurYDz9853Q6c3Pzly69WSqVAUBvr3Hz5k0dHe2pqaNXrFipUCgBoKnp7JYtpTabbfz4CQsWLKEoTA+8yKDAhyQmRh0Tow5SQSwWMwxoNFrBTTgcBplMJdgC6aJXKJSCLbjdDofDoFZrBG82YzabAECj0QoWeJp2uFwXPEal8vxZtVqj0YSwIBaLpVJpJB+E1aqIiYlRq4VbQJBLzuDKZG+vsbR0/dKlNz/++NM6nW7LllLuWavVUlq64aabVvz+909YrZby8l0AwDDMunUfzJx55RNPPJuQkLh3724AoGnvpk2fL1p046OPPtna2nLixLFBdXsEghE8giDIMGNwBb65uTE7OzctLUMmk82aNbelpZl71mDQq9WarKxspVJVWDiuq6sTABoaatVqdUFBkVgsXrjw+mnTZgJAfX2dVqvLzs6VSmUzZsw+evTwoLo9MkGBjxyKogDwMSIIEhUMbhd9UdG4/Pz+YbD29tbU1Au2cU5OTnG5XKdOVY0aNbqq6lhJySQAMBj0KpVq48bP2tvb0tMzFi26AQBMJmNiYv9W6ElJySZT76C6PQIZ4RH8c8/9d5iFCIIglwuDK/BSqUwqBQA4ceLo9u3f3nLLHdyzcrli9ux5X3yxTiqVxsbqJk26AgDsdnt19cmVK++68cZfbt26eevWzcuX32az2eRyOblKJpPb7TbWiNnc98EH/ybH+fmF8fH80TkyvfvQoT2Cs2Bo2ssw9NmzTcIuBwCXy8kwsG9fmWALXq+bokS+87LChIh3bW1VQ0ON3wo9PR12uzWIhwzD0LSnsbH1wsf4CwAKAM6ePbNvX0twHzweD03TkTwEmvYyDFNXVxdm/fz88fHxSYKbEwBFUSP5PQl64E3IAAAgAElEQVRBkKji4gv8oUOVe/fuAoBFi27Mzc23221ff73RZDKtWnVvcvIFmb0NDXUHDlQ89tgf1WpNWdn3mzZ9dtttdykUioyMzPz8IgCYMWP2xx+/BwBKpbK310iucrmcJO2u/wYkkpycPHKcmJik1fJzoBwOm8Hg1GrjxWKB6uh2Ozwel1IZbj6tLwZDN8MwkcyUtdv7JBKZ4LwnmqY7OlpiYmKVSpXfCjKZnKJEQTz0ej1Op0WhiL0wc6pf7FWqmJB3Z7H0eTzuSB6Cy2WjaVqhCJbmxoXkbCIIgoxMLr7AT5kybcqUaeTY6/WsXfvemDG5t956p28A3dBQl5dXqNPFAcCUKdPXrPknAGi1cWwFkUhE5ESni2cT6/R6PbmEoFSqbrjhl0H86e5uNxh6cnPHymRyYXdkNvfYbKaUlFxhlwPA8eOVDMMUFJQIttDVVadUxmo0AuNRt9vV0dGSmpqRnDzabwWNRieVyoJ46HTaDIbmpKRsv7OnkpNHFxT4t8zS3FxvsfRF8hB6e9s9HndiYqZgCwiCICOHwU2yq66uksnkCxbwl4BobW12uZzp6RmnT1f39HS5XK7Kyor09EwAyM3N6+npbmlpYhhm//69BQVFAJCTk2sw6Ds62hiGPnhwX0nJxEF1e2SCfcsXA+yiRxAkWhjcMfi2ttbGxoaXXnqG/KlSxTz11PMA8P77b99zzwMFBWP1+p516z5wu93p6ZnLlv0KAMRiya23rvrmmy+tVmtWVvYNN9wEACKReMWKlaWlG91ud2Fh0cSJkwfV7RHICE+yQxAEGX4MrsAvWLBkwYIlvuUvvPAyOZg1a+6sWXN5Z7Oysh966HFeYUZG1oMPPjoYTkYzFRUVJpNp4cKFQ9AWCnzkUBSFTxFBkCgBl6qNat58883m5mYUeARBEGSg4IKvUY3X6yWLjw422EWPIAgyzECBj2oYhkGBv4ygKOwIQRAkWkCBH1Kam5v9CoDFYjl9+rRv+ZAJPGAXPYIgyPACBX7oMJlMOTk5W7du9T31xhtvXHvttb7lQyzwDkfobbaRIOBKdgiCRA8o8EOHxWLxeDwWi8X3lNPptNvtvuVD2UXf3NycnZ09BG0hCIIgQwAK/NDhcrng3I7dPAIJOU3TQxMRkla6u7uHoK1hDO4mhyBI9IACP3QIEPih7KIHAK/Xiz3MCIIgwwOcBz90uN1uCCDwAsoBwOl0vvbaa4899phaHe7+KyHxeDxSsgMgEpSenka3m5+y4HY7GQba2/1v2RcmHo/LZhO4ITJ5PzOZOinKz4hP+PT0NAq+1mTqA4COjtOC928kcB+j0agG6N9suqurTiTyBL/W5bIzjDvCD8Js7jabw+3TSk0tYPdeQpAoAQV+6LjoEfypU6eef/75efPmzZ3LXw1QMCjwYRITE+f18mVGLJYCMIL3BAIAq9UgFsvC3zGPB03TAHUKhVqwDzTtsVqNMTFxIpHAHweHgwboUqsTL9x4cEAWLF6vKyYmni1RKs9vcRQTk6DRhOjWEos7pVJ5JB+ExdIjk6lkMv+7L/oD1R2JOlDghw4SwfvtAw8i8EH6zMkpsuF9hLApfh5PiNgIIfjdPphsSaxWx/ueChO73SSVygVbIN8iuTxGsAW322G1GpXKWMF7E/f1WQBArY4XLPBer5thvNxbUHB8iYnRheyxEoslEokskg/CYtHLZKpILCDIJQfH4IcOAV30POHfsWPHjh07eJfQNN3S0hKJY9u2bSstLSXHF+V1YQSDa9EjCBItoMAPHSQ4jqSL/vXXX//73//OPQsAZWVlWVlZHR0dgh0zmUw8J4Pz6quv3n///YKbQxAEQYaAYdVFb7EYfJNizGYLAHR21kkk4kiMR5Kw43RaGAa6us4CgNHY7mvKbNYzDO1bbreb3W4nKbdYDGZzr0wmZat1dTUAQFvbWZqmGxurGMYEASBxeW9vm9dr9j1rNLayx21tp91ufSA73d0NAFBZWX7mTF17ew1AISnv6+tqbzcGuupcnV6GYSLMe4KBfBBxcaMVCk2EzSEIglymDCuBl8tjfIf9vF4xQEdsbKJUKvN7VUgcDovLZY+NFZ6w09mpZxhGLo8FAIVCrdWm8CrIZCqaZnzLxWIpRYm02hSzuVsqVVCUSCyWstViYloAQCKRA4BaneB7OYvH4wZoUCp1Wm2i71mFQsseq1Rxfu14PC6r1ajRJIpEYrFYJhJJuNUUCo1WG+Lx2u0eitIHcTIkNpuJpr3hD4sKHkUWDK5FjyBI9DCsBF4qlUulcl6h1WoHAKVSK5PxT4WJ1+txu50qlU6wY2KxlGEYiUQBABQl9TUllcq9Xq9vuUgkYRhQqXQWi14qVdA0iEQStppcTnKNxOQ4iIdutwsA5HKV3zpy+flUYanUfx2n02a1GhUKjUQiE4kkFCXiVpPJlCqVMvADIJYNAFQkj9Hlsns87kgsIAiCjBxwDH7oIP3kR44c8T1Fwj7fYXjeGLzH4+EGiNws+kgCR1+bwRmy9fUuO3AtegRBogcU+KGDZNH7zWIjquCrDbxpcm63m/sn0X5i8GIJfDigwCMIgkQ/KPBDBwm1A2XL+z3FMAx33prH49m+ffsrr7zCveqbb74JZFYA4dhBgQ8ErkWPIEj0gAI/dITsS/cr8Nz6JFhvbGxkzwKAwWAIbjYkGMEjCIIMP1DgwWazffjhh0Owp0uQvvTwx+C51QY6dk54/fXXly9fHugsjsEjCIIMD1DgYc+ePffee+8333wz2BovrIueW8guXcf9k2shHGpra0+dOuXbevh2UOADQVG4kh2CINECCny/7t50003bt28f1IYCZdKxhOyi570HCIvgg1dGgUcQBBkeoMCflzSHg7/752A0NNAu+jAFPvzuB98NbDCCv1jgNDkEQaKHYbXQjTD89ngLw+PxtLW1ZWZm+j0bUuD9TpPz7Ye/5BH8yZMnVarwt9G8DKiuPlFQUCQW9/93aGo6u2VLqc1mGz9+woIFSygK34MRBLn8wF+u85IWucB/8sknRUVFgTRSmMAHieCFjcH7bmwz0KCzu7t7OMWpen3P119vYtcnoGnvpk2fL1p046OPPtna2nLixLFL6x6CIIgwMIK/mAJvtVrtdjtN02RfcL8EacViscTFxfF8c7lc3d3dXFcjjOAj7KJnGMZutw8bgd+w4ZMzZ2rIGkSE+vo6rVaXnZ0LADNmzD58+GBJyaSw7WEXPYIg0cKIi+ANBsP69eu5JewvcuQ/zcHT6EJG8Pfdd59vudVqXbNmDbeaX4GvqakpKChgXwXC8XOgpwg2m833FeHyZcWKO5599s8Syfk3XZPJmJjYv7FQUlKyydR7iVxDEASJiEGP4E+dOllWtt1s7ktNTVu69Gat9oKdQqqqjv3ww3dOpzM3N3/p0pvJhm+9vcbNmzd1dLSnpo5esWKlQqEEgHffXd3a2kyumj591uLFS8P3gaZph8NBNpvZvHnzfffdt3TpUoWif6sxVqu4a8YNBiEFvq+vz2+5y+UifwaZJtfU1HTmzJnu7u6kpBC73kUYwRNnho3A+2Kz2eTy/n2JZDK53W5jT1VXVx04UEGOx40bJ5Hw348dDhvDMEeP7hPcustlF4nEEslZYZeTz6WlpaG7u12oBdrlcnR2GgRnHjidDgA4dmw/RVHCLHg8Lpr2trV1sSVnz8YBFJDjkycP9/S4gluwWs12uy2yD8ImFneKxdIw60+YMF3w/SLIIDG4At/baywtXX/nnfcnJaVs2/afLVtKV668hz1rtVpKSzesWnVfcnLKhg2flpfvmj//GoZh1q37YMGCJbm5+du2/Wfv3t1XXXUdABiNhj/+8QWZTAYAA/3peeedj1566bWdO3cCgNfr9Tu5HADKy8tvv/32SO6XJ+H/+Mc/jh079sEHH5A/Dx8+DEEFPlA5L2QPkkUfpu5GEsGHnOx3uaNUKnt7+/e2d7mc5P2SIJFI2D+lUonvQAz5iZdIwlUFX7xel0gkFmyBfC6RWKBpr1gsEoslIlHAYabgkPEOiUQqWPAYxktRFzxGrjMSiUQiCfH1oyiRSERF8kF4PGKxWBKJBQS55AyuwDc3N2Zn56alZQDArFlz33//be5Zg0GvVmuysrIBoLBwXFPTWQBoaKhVq9UFBUUAsHDh9Xa7HQBcLhdFUUqlwMztvj6z0dj/k+07Ie2iT5NjDR4/fpzdO+7vf39z7drPYIDSSPxkuxYuisBzI/j9+/cXFBRwrzKZTCEvD7OhyxSdLp5NrNPr9Trd+ayI/PzC/PzCINcqlZ8DQHHxFMGtd3c3yGQqrTZF2OU0Tf/887ejR2eOHu1/KkdI3G5HT09jYmKWVKoQZqGtren06ePjxk0WiQT2AZhMnS6XLSkpmy2prT1/tqCgJC0thIXDh8sVCuXYsZOFOQAAHR1n1OoEtTpesAUEueQMrsAXFY1jfxDb21tTUy/4f5mcnOJyuU6dqho1anRV1TGSymQw6FUq1caNn7W3t6WnZyxadAMAGI0GhmHefvuNvr6+zMysG274pVqtIUZommZHSSUSP4GLy+VkGIamvaSv1eVyAoDNZhOL+399SI8iOcXtj2VxOp0ul9vvKd+2AMBms3q9HgBwu11er9dut3m93sbGJqLBDofD1xQJekhlbjmRdpfL6XK5RSInseB29zvjcNi5TpISv356PG72Bj0eN03TpNo111zz3HPP6XTnx00WL17U0dHh79bsLpfb4bCTRs9ZUJ3z32W3+9klz/cew3mMgXA6nV6vJ3wLMpk8SLZjIHJycjdv3tTR0ZaSMurgwX0DybBDEASJIgZX4KVSmVQKAHDixNHt27+95ZY7uGflcsXs2fO++GKdVCqNjdVNmnQFANjt9urqkytX3nXjjb/cunXz1q2bly+/ze12ZWaOWbJkaUxMTGnpxq1bN7OmzOa+N9/8H3JcUjIxPl7jzxHGarXs21cGAPX1NQBw4MBOdib36dMnyEFHRyup45e6urqQ93v27GkA2L//JzKU0NXVbrWaiU02T3v79u0//fStUnlBeNTZ2QIAVmsfzwGLxQQALS1na2vrzGaLxWIGAL2+i1Q7der8DK7m5joAOHZsv8XSBQGorT1ZW3uyq6vd4bDt21fmdrstFktd3Sm5XMbW6eszB3kIDQ2NJlMfADgc9n37yhhmCQAFAGfPntm372zI5wMAQYyHTU2Y9YqLpyQlpQ7UukgkXrFiZWnpRrfbXVhYNHGi8CgQQRDkEnLxBf7Qocq9e3cBwKJFN+bm5tvttq+/3mgymVatujc5eRS3ZkND3YEDFY899ke1WlNW9v2mTZ/ddttdCoUiIyMzP78IAGbMmP3xx+8BQHp65q23riJXzZgxe+3a91gjMTHqO++8nxwrlUqFQs7zx2QyMAz09VlOnKi/447bjxypAYDi4itiY2PPudEfsOp0CRMnzvC9I5vN5HRa4+JGh7z3iopjADBhwnSSpaXVxisU7RMnzmhoqGEXUaFpOju7KCXlgj7YhIRNAKBUxvAcUCpjACAhISUrK+OTT760WKwAoFbHTpw4w+12t7UZ2Zo1NfUAUFBQUlw8judVWVlZcnKyx2PJysrT6RLi4xMlEtnEiTO6u3sAYNSo9B07dnDr+6YL9fX13Xjjstde+/OUKbN6e/sAQCaTTZw4g116PS0ta+LEEL3K3d3t7e3NEyZMD14tCBaLwev1aLXJYdaPifH7tueH5577b+6fGRlZDz746MCcAwBcyQ5BkGji4gv8lCnTpkyZRo69Xs/ate+NGZN76613+mbcNDTU5eUVkjHOKVOmr1nzTwDQas8PeYpEIjKMR/LnyVi+WHxBP7xEIsnJyQvij8fjZhjGYDD83/+9/cgjv1ep1ACg1caz/dKkBADEYklcXKKvBYkEbDbwe4oHyRLQauOVSiUASCRSkUgcF5fY0tLAvX2ZTMmzRjL8fR0guUVSqSwmJkYiEZ/zR7p27afvvPPOX/7yF7ZmefleANBotL5+vvTSX2bOnHn77UtjYjRxcYkymYKiqLi4RJvNCQAKhZInSTpdAm/0VK/vPX78RHd3j04XzzBiAKAoEbchlUodF6cO/nAslj7SbvBqQaAot8fjjsQCgiDIyGFw58FXV1fJZPIFC5bw1L21tdnlcqanZ5w+Xd3T0+VyuSorK9LTMwEgNzevp6e7paWJYZj9+/eSbDuTqXf9+k96e40MQ+/fv7eoiB+kBocEVdzt2P0m2e3atWv8+PHsimaC4a6c4zeeI5mDvpf4VuZuQMedztfd3d3d3U3S8v02zTPCvSk2yY41GzLo5Dow7JPsIgEjeARBoofBHYNva2ttbGx46aVnyJ8qVcxTTz0PAO+///Y99zxQUDBWr+9Zt+4Dt9udnp65bNmvAEAsltx666pvvvnSarVmZWXfcMNNADBuXElvr/Gjj97xer05OXkLF94wIDd8NYk9drvdBw8eJMctLS0tLS0Wi4WbdBZJQ1yB57bum64fSBWIMHNfTVizZrP5pZdeCsdOoInvrNkg0+LZFgGApgUufY8gCIIMPYMr8AsWLFmwYIlv+QsvvEwOZs2aO2vWXN7ZrKzshx56nFc4e/a82bPnCXODF7ACwL59+5YsWQIAO3bseO2117iVhyCC566o89NPP1155ZW8C1nY7Hrg6CubSx+kaV4hTdPl5fu12pTk5NGsore3t8NABB4AI3gEQZDLhhGxVC0RI67As53kvjIZyXp2PNkLFMFXVPSvhtbS0nLVVVft2LGDnHU4HM8//zx3PTvytsHrovd4PANaLJZUfuWVf2zYsBE4m80cOHAAwhN4UnLq1BlAgQ8KrmWGIEj0MCIEnht69v8deIOZQYvgz7fOrrpDJq+7XC5Sraam5uWXX2bXxoELI3jusALjsyMcr2leIU3TNE2z7y5dXV1tbW1kvruvqUARfEdHZ/CGEAI+HARBooERIfDcLnqz2cw91dPTw6scicAHGYPnVXvllVeam5t5o+C8peZZZz7++OP6+rPcCB78vZpAUIFnmAvca21tfeWVVyC8CN43JxE1DEEQJMoZEQJPRq9pmj506NDTTz8NHH0i3dRcvF7vvn37UlJSuK8CLpfLarWG2VyAJLvzFex2+5/+9Kfvv/+eCPyHH35Ihgx8M/xJBO/xeAwGI1tOIvjgTfMKWdjCnTt3sin6mEV/ccGHgyBINDAiBJ7tomf7xs+f8Pkt9ng8bW1tXV1d3FXZH3/8T4sXLw75wx3mGDyrl0Riv/rqK+4yeb4CDxfG2WQMPhwHWIM0TbNjBGwE72uZZ2Tz5s2//OUvwScJIFBDCI7BIwgSPQz6drHRgG9kTEpOnDhhMBh4lVn5ZOsfOXL0yy83A8CRI0cmTw62cGn4XfTkLDsozs3s4/rJLeeNwQdxw7c5bgRP/vX76sBtyOl0rlmzZs+ePYAR/ADBh4MgSDQwIiJ4Noue98u7ZMmSDRs28Cr7Crzd3j9t3e92czab7dlnn+X25wfooueHv2wED/5ePnjlvAg+8J2GHoMncAXeb5LdsWPHtmzZwpXzs2ebfvppJwo8giDIZcEIEfh+TeLJbW9vr29lsmE8nEtxf+211/7wh6fYU771a2pq/va3vx07dgyCRvBBuughcATPHre3d4YTwQcVeOb777ezry8hI3hu1E6Of/65/LrrFlRXVwdqCMEuegRBoocRIvD92em8MNpm87PxKCvw5eXlALBz586TJ6vZU/6MMxCgL501xYPNlvcbwfuN5p9++r9CmoXAAs8wDABz4kQVm1gQXOD//e9/19TUAIDVav3mm2+4LpFuDBT4IODDQRAkGhghAg9wocC3trZaLBa/gs1W83g8jz/+OJF5QkiBD5Jkx50HH7yLnhxzV6EHAKfTyRX4wHcarIseOHLO9vP7Ffgnn3xy06ZNpK2KigrfmXuoYX7BCB5BkOhhZCXZsbJ0/PjxQPu7c4e9v/vuO24WXhCBp2n6ww8//Mc//gEc8fPVTu4lwcfgr7322l/84hccZ86b7enpIavMhoSNttl7Z424XK4gTnq9XnaJ/nNJ+P2gwBPs9j6vl58MQdMeADCb9VKp1N9FoaFpr9vttFj4uZ9hX04DgNNpjcCCBwDs9j6n00//Vjg4nVYAsFgMvD0Jw8ftdtK0l3sLDocMoH+7Qqu112LxswgEF6/X4/G4BD8EAABgXC6bxRJubbU6PoK2EGRQGBECz06T4+apkSF2X7hayJOx4AL/448/smvDsac4xxc0AQDt7e3FxcW+lsnZzs7Ojo4Ov0l2Lperu7vb/31e6PC9994rEonIHfFuqrKykr3EN8mOYRjuPDoUeF+sVqPbzU+69HrdAGA290ilwv9n0bTd7ebvNxgm5HNxOCxmc0Sdc1Yrf0Jp+DgcFgCwWHoi7M8wm89/ye12NUfg9WZziNWovF63281wLQjA6bSSl5VwUKvjALD/BokuhpXAezwuj4cv2263/VwXvZcNSlwuh9VqAn84HBaXywYAbreDpi9Q9Ecf/f2YMVmbN38FABUV+1588c/ffvsNqWy3W7q6Os5ZMG/ffuDee38zalQKTdMOh5mmPVyN3LLlPwDw17/+NTd3DCnhrqJz/PiRRYuuIZEcexVN09x40e12+XX+55/LYmNV+fl55E+DoYeiKJqmPZ7+EXe7vY8cNzc3nzPl5N2mydRz4Vx8J/nJJnz//XfEH4fDDKDh1PHvEgv5aBwOc/BqQfB63TTtDd+CVKoUiwfrG56YmOVbKJOpACA1tUBwBN/d3SCTqbTaFGGX0zR9+nSdVpuSmpopzILb7ejpaUxMzJJKFcIsMExTZ2fXqFEFgiN4k6nT5bIlJWWzJXFx588mJ+empoaw0NGhVyiUqamFwhwAgI6OM2p1AsblyGXNsBJ4h8Pi+85usVhIWGO12pqaakmh3W7R6/33cptMXRaLEQCs1l5WFwlnztS2tLQYjW0AcPBgxc8/7+rsPGsydQFAX1+33d4v0kZjx6lTx1tbW1UqhdfrMRrb3G4HSfQjNDY2kYOOjn6VZcNlAPjss89+/evbPR63zXbB1DuX63y86HD4DyyeffaFEyeOvfbaf5M/ySU07XG7HeQhGI0dLtcF0eGxY0dMpgtmE+za9SNX8u32PrP5/IK+27Z9DwAMQxuNbQCF5+qYfBcR4mGz9TEMQ55eJIRvIS5utFisibA5AWD3BoIg0cCwEniVSqdU8n/QRaJOTh5cf1AikSjWrt3o14jHI/vXv94DAI0m0Tf+YxhITs4BALU6EQCSkrI7OiwAoNEkS6VKUicxMZOcpSiRSCRKTs7p7jZRlJ9oRiRS+hZSlCQ5OUcikbIGScsSiZz9o7b2rP9HACCVKomH5DYpiqIosUQiJw8hISFTLldx65eV7eJZiI1N5m79fvToqWXLfsX+SVYFoCgR2woAqNUJyclxEBSX66xeb+BeNVD6+ro8Hk98/Ogw64tEYsFtCQNz7BAEiR6GlcCLRCLfeQEikZgTUfX/ANM0s2dPOfijqan55MmTAEBRIt9IjKZpsVhKzgKASCShKDHXMikkF3q9tMfjBRBRFOU3qgvkg1gsZRjgqiz3GAACjcETT4iHBIYDAIhEYr+vGhci4nbRHzlyhPtUyeIBDMNwWxGJxGJxCDUlcsu9aqBQlIiiqEgsDA0YwSMIEg2MkGly51eeIQcej8d3J3iC3xntLNysN+DkrPHWtGGnunV1da1fvz6QY//5z38CecswjF6v5xaGKRvcamz+fMjEfi68XELfLDxADQsIhvAIgkQLI1TgvV4vO0+MBytvfX19vpvJcpUSOHrp9Xq52s+dy26xWGAgisha/vbbb7mFfveHDXQ5e0xgr62trT1x4kRwC74CH2TmPeILvv0gCBINjAiBZ+FOkwsZwXd2dvI2jwd/ETzZ6bWzs7Orq4s9xRV4hmHcbndbW1gz17mWeYW8Xvrgl3M9IZDyjRs3krVmg8Bb65674p7fVhAEQZAoZEQIPHeyGTnYuXNnoICYFTO/GsadUE5KyFJ3L774Ihm55zbELufe3d0TvsD77s3KLZ84cWLwy/120XP3kg/pQDgRPAq8X3AlOwRBoocRIfCsGIWjc8EFHi4UYIZhSJTf19fHaa5fEdkIfkByGKgysXb11VeHfzmniz70Mre8hrhGsIt+QODbD4Ig0cCIEHh2HXjuejKB8Lt8LBduuc1me+utt+DCNwbfLvqB+RpgP1Yykz7kCircC9nOee7YREgHeHKOXfThgxE8giDRw4gQeFaNXn755ZCVQ0bwXAG22Wy+W9LxBJ6m6dOnzwzUW9/WibUBCbxvFr0Agccu+oGCDwdBkGhgWM2DD4RvFn0QuNus+a3gu1G6b3Ncgf/xxx+//PLLgXrrbwyeAQCJJMRHxtu3hpdFL6yLPpzXAgRBECSqGCER/AAqD2gMPng3PjEVzrhAIPu+joUZwVdXV3s8Ht8ku3Ck2reObwkGqX7BLnoEQaKHESHwAANQozDH4MOP4MNJXOddXltbG0jg09PT4+ODbYDBMIzT6ZwwYcKGDRvYaXINDfXkrIAuegDwnVnHMEx5eTnKvF/wsSAIEg2MCIEPcwY5YUARfKANZLlZ9FxNDSfCa2pqKigo6Ozs5JUTO1KpVKVS+bvufOsul8vj8djtdraLXq838O4uCL51LP62xf74449RyXhgAI8gSPQwssbgw4HV461btwaxFiSC/9Of/kRWvyFnuRG8SCQKR2KJSPMKyYUURQV/S+DO1BfWRe/roe9tejyeurq6kKYuU44dO7xz5w6PxzN27PiFC5eEsXr/BeB7D4Ig0cCgC/ypUyfLyrabzX2pqWlLl96s1eq4Z6uqjv3ww3dOpzM3N3/p0pulUtmePTt/+OE7bp0nn3wuJkbd1HR2y5ZSm802fvyEBQsG+ps7gB9cVo/ZHaSDclQAACAASURBVNN5hOyiX79+vVKpZOucOnWKPSWVSgXPKa+trQcAkUgUfJtthmHIVjRE4I8fP85dJz+c1n1fAnxv0+v17tixI3znLyM6O9u//fabBx54WKOJ/fTTjw4c2Ddt2qwwr8UxeARBoofBFfjeXmNp6fo777w/KSll27b/bNlSunLlPexZq9VSWrph1ar7kpNTNmz4tLx81/z518yePXfmzDmkQkNDfWXl3pgYNU17N236/KabVqSnZ6xd+/6JE8dKSiaF70Y4AZVCoXA4HBBGjBtOkh03/uZulK7T6eRyeWNjY2iHfDhy5CgAiESikBH8oUOH4JzA8xRdWAQfaCQipKnLkTNnavLzC+PiEgBg2rSZ+/aVhy/whOH6ZBAEubwYXIFvbm7Mzs5NS8sAgFmz5r7//tvcswaDXq3WZGVlA0Bh4bimprMAQFEisVgEADTtLSvbfsstdwBAfX2dVqvLzs4FgBkzZh8+fHCAAh/6B1ej0RCBJ/8GIRyBDxQoUxQVcp5bcMKJ4FkP/Xath2zC1/njx48P0M3LGK/Xy35hKErU23v+/cxqtfT1mcixSqXy/SDObS/UBxDWzkC+2O0OjwdEIpOwy8kn7nDYzWaBFjwel8PhtFjMEolTmAWHww4AZrMp+Bc1CDabze12cG/BbpcC9KeeWCxmsznE4/V6vW63W/BDAACHw0FRVoYJsQkyi0ajFdwWggwSgyvwRUXj8vMLyXF7e2tqahr3bHJyisvlOnWqatSo0VVV/KD84MH92dk5pEvfZDImJiaR8qSkZJOpl63mdDoPHKggx3FxcWp1DM+HI0cOnz5dG9JV8lYBALt2/Ry8ZnNzvd3e19urB4C2tqaQlrnQtNfr9SOxFEVJpdJAG9xxMRi6aDpYN7vNZunqagcAvb7L6eS/rNhsoefsGQz8zebr60MMtxuNPU1NIX5MTSYDwzBNTcJH7u12M017bbZwZyUkJqaoVOqBtpKXV1BRsaezs0OtVldU7CZyRTh+/Oi2bf07/M6de6WvftlsFgA4fHivSqUcaLsXkaam2qam0N/5IDQ2+h+fCp/Dh8sjtABQzx7V1aUATCXHx4/vb28P8RZO8P0mD5AB/O+eP38JDtAg0cbgCrxUKiPTtk+cOLp9+7ckHGeRyxWzZ8/74ot1Uqk0NlY3adIV7Cmv11tRUX7ffb8lf9psNrlcTo5lMrndfn7xOKfTsXv3TnI8bty4uLhYng8GQ3c4A8/sf86ODn76Oo+WlrM2m8lo7AGA9vYB/A4WFOTdeOOSL77Y6HvqhhsWKZXK9etDr4ej13f5RuEFBXnsS4zNZu3p6QQAvb7b6eQHYeEIvNGo55X09oYQb4Ohp6kpxK8hSQWIRODJYr16Pd+9QKhUagECn5aWsXDh9V9++TlFUePGlXDfJseOLU5OTiHHWq1GJOKHd7t37weA8eOv0Gg0A22XYDJ1SCTymJg4YZfTNH38eGV6enZCQrIwCx6Pq6+vMzY2RSKRCbOg13e1tDSUlEwTHMFbrUaPx6nVjmJLWlvPOzNu3OTU1BARfG1tlUwmz8zME+YAABgMrUplrFIZ7ueI6o5EIRdf4A8dqty7dxcALFp0Y25uvt1u+/rrjSaTadWqe5OTR3FrNjTUHThQ8dhjf1SrNWVl32/a9Nltt91FTp08eTwpKSkmpv/XWalUsj2lLpdToTgfHsXGap9++r+C+EPTP4bjdmystr29I5yaU6fOHT16dHn5EQAYP35qOJcQZs6c/dprb2ze/K3vqays3EAr2CxcuHDbtm3sn8XFU9jHwpKcPIoV+Li4xPz8YgDIzS2KieH3RoQjeKNHZ/FKQo5x5OYWXXllUfA6zc31DQ01V165IKQDgejtbfd43ImJmYIthIPH4xk7tpi8btbUVMfFnV91QKvV8bJEeUgkUgDQ6RJiY/kvmmG3bpbJVFptorDLSRe9SqWOixNowe12eDxmnS5eKlUIs0Dev+PiEgULvEjkdbls3FtQc762Wm18XKj3H4lEKpPJBT8EAHA6jWq1Vq0OtuYEgkQ5F38e/JQp0x5++P89/PD/y83N93o9a9e+Fx+f+MADj/DUHQAaGury8gp1ujiJRDJlyvSGhvOx3bFjh3NzC9g/dbp4vb6HHOv1ep1uAPFNmG/WIVeIYwlnDH6gSKXSQH5ef/313D/9JtmJxedDSbKyDQTYxa6qqiqkMyN87zibzbp69f/29ZlcLueePTunTJk2UAuYZIcgSDQwuAvdVFdXyWTyBQv4o1Otrc0ulzM9PeP06eqeni6Xy1VZWZGe3h+Zud3u+vq6vLx8tn5OTq7BoO/oaGMY+uDBfSUlIfZE5xKmwHM1MjhcgX/nnXcG6olff2SygN2hvDDIb5Idt4Q3D55Xk0zQD85gC3xvb+/OnTs3b94caCLipSU2Vjtnzvw1a/7173//a+zY4vHjB/BlQxAEiR4Gdwy+ra21sbHhpZeeIX+qVDFPPfU8ALz//tv33PNAQcFYvb5n3boP3G53enrmsmW/ItWamxt1Oh2Zp0QQicQrVqwsLd3odrsLC4smTpw8EC/CEvjwk9u5Av/xxx8PxJOAyGSyQPntvBcCvwLPfTvhZtEPNJSkKMrv3nEXl1/96ldkDn1iYuItt9xy9913r1mzZv78+Xfeeeegths+06fPmj59YFPjCCIRBRjBIwgSHQyuwC9YsGTBgiW+5S+80L9t66xZc2fNmss7m5OT9/vfP8krzMjIevDBRwX4MKgRvABP/PoTZICA65hIJEpOTg7eRc8KfGtr60BHEKZOnVpZWXmx9o6rrq6ur6/nDjE4HM45c+aUl5ffcsst8+fPf+utt1avXr169WqlUvn+++83NTU99thjarWfLIHTp09v3rxZKoXbblsOADRNO51OsppQZWWlWCyeMmXKRfEZQRBk2DD816IPKfBz5syBSy3wcrk8kJ/c8mXLlk2ePNnXVZ7AE9++/fbbgTqZlJQEAG+//XbImn756KOPuMv23X777TfeeOOuXbvIn998s+WBBx7du3fv7bffvm7dut/97ndVVVXLli279tprDx06tGrVqhdffPGRRx5Zv349uxSBXq//+OOPb7755gkTJjzzzDOPP/7U7NnX3HzzzSUlJSkpKX/7299uvPHG6dOnHzlyRJjDFx3yYV2szAwEQZBIQIGH+++/HwYi8KQH+yJ2w+bl5a1cuTLQWW6HfHFxMfhzlTcGTwSGu0JtmBA7A93+juXRRx997733yPFnn3127NgxAPjggw+IzZdf/pvZbPnHP/7x6aefsj0WpaWl27dvLyoq+vjjj//yl7989NFHt95669SpU5955pmXXnpp1KhRd99994EDB26//Xaj0fjll59PmjShtrY2Ly9vxowZzz//fGVl5dtvv33XXXcJc/iiQ1ZQxi56BEGigeG/2UxIgZdIJCKR6BJG8FlZWenp6eFE8CRRgOuqWq0eNWpUZub5mWORCDxFUSKRSFgA6nK5+vr6ysvLAeCrr7566KGH0tLSFi1a9NVXXzU2Nv7zn//s6Oh8881XHn74sUAWnn76aZqm5XL5pk2bXn31VZqmr7vuuv/5n/+ZOLE/ze2qq+bNnTuLnSZntVpjYvjrGl1ayIeFAo8gSDSAAg8URYnFYmFJdhfFk+AecqNzcswV+Pj4+DNnzrzxxhtsSV1dXUVFBQhNshO2XofFYqmvbwGAo0ePXn311WVlZXFxcTt37rTZbKWlpbfddltlZeXVV19VUlIcvPVnn30WAJ544gmn07l///4ZM2YEmV8QbeoOKPAIgkQTKPD9YWv4EXygldSkUmk4ndu+/hDZDuQnV+BJHV7aHe/ahoaGhoYGGHgEzz4HAVn05eXl2dlGALBarWVlZRRFPfHEEzk5OQDw5JNP/ulPf0pJSVm9+s329nB32ZHL5XPn8rMvox/yOaDAIwgSDYwEgQ9Rgaha+AL/v//7v/PmzfP9EZ85cyabUBbAk9ASHvwq3wg+SOLegCL4t956Kzk5WaVSfffdd6Fr+1BRUXH48PklASZPnvzcc8+R4z/84Q/d3d3Lli1TKASujHYZgRE8giDRw0gQ+LC66MMX+J9//vm6666bPXs2rzzkwpw8MaYoSqfTGY3G8CN4X4EP0ii7pF04FBQUXHvtteHchV+6u7sBWrKzs59//nmVSpWens6ekslkr732GgA0N9cHNjBMQIFHECR6QIHvXzom/DF4vV7/ww8/ZGdn+9oZkGNz5sx58MEH77777uAXhiPwfi343S42EOxTErx+OAB89913BQUFoesNX1DgEQSJHob/NLmQDDSCJxiNRl7JQCN4kUh0xx13aDSa4BE8tzzQGPz48eN9LxxQBB+mwJOJ8n6RyWT5+fmBzo4YUOARBIkWhr/AX/QkOwK7GAvLQGNf4pjfzWMCmQ00Bu937zJhEXzw5/DIIw8HOpWYmIg7ZmKSHYIg0QMK/ICT7Ai+W60LGIOHc68Xfv0ksh1OF73fexyMCD7IkrpxIbfwHAHgSnYIgkQPw1/gQ242QyQ2/DF4gm8En5CQENyIbxc9BNg8hjBjxgy4ULxJTW4rQQS+s7Ozo8P/Dve+9SMX+ISEhECnRg7k6WEEjyBINDCskuwcDovd3udTyC/hYbUaKQq8Xn5EHhyLxcwr0WiUKpWyr49fzuJ0Wo3GNq+3f6681+syGtsAwONxGo1tTqeVV5/UtNl62RK7vc9obMvJyWBLGMZrNLaZzT2+zfm+grCIxWLejjIWi544w8Jb0k4mk7pcbq/Xv02dTldSMpZngYfd3scwTPA6wXG7HTRNh29BrY6TSpWCmxMAJtkhCBI9DCuBZxgvK5/cwlDX0WJxiIFwX/r6TD4NMcGNjBmTyXPP63WTIXiv103TfD/PGeOqBeP1uuXyCxZ383rdDDOw/d98w3T20ZENTymKKizMr66uYStkZWXW1TWo1f4Xj/vtb+/7f/8PfB8+F3KDwesEh2Fo8gTCrE/Tgyi0BkOz281/KXS77QDQ3X1WoRB4mzTt9XjcDkfA18TgkHeLvr4usdglzALBYGgRfG1fXy8AdHXVCc7JoGkagOnsrGVLentjAFLJcXf3WYkkxBfe7XYAeLgWBgrDMBaL3mo1hFk/JSU3zJ2pEWTIGFYCr1RqlUotr7CtLcR/Ua02RSKRxcTwLwxOdzd/PbuYGK1IxB/Iz8nJqa/vn/999dWLEhOzJJJ+eZbLVYmJWWKxRKnUJCZmqVR8BxSKGADQ6VLYktjYxMTELLU6ni2RyRSJiVlxcQPTA9+EA50uNTExCwAkEikAUBSlUl2wbWt6esYnn7yTkpLzyCNP+BqMi0tOTg6xcKzd7qWoLtKKMHp72z0eN7sW/aVFodBIpfyle8RiKQAoFGrfTzNMbDaTWCyRywWuwks6XWQypWAHaNpjs/UpFDEikcAfB6vVCQBKZazgKZdOp9Xr9XBvQS6Xs8dKpUalCpHlIBKJxWKZ4IcAABaLUSpVyGThr86E6o5EHcNK4P0S/kI3FEWF37nqcvEjJL8N5ebmsgLvN8mOHYMPZwlb31nvZD32gYZKvgLPy6KnKGrFihVJSUnswnYURaWnj/Z6/f9kDzSDYRigUul8C8nbm0oVp9EEnE8YHIfDIpUqBV9OBF6h0Ai24HY7bLY+lSrO9/UlTMxmOwBoNEmCBZ6maYaxcW9ByRlpUasTNJoQFsRiqVQqF/wQAMBq7ZXLY7gv0why2TH8k+yIcqWlpfk7dV5iA01Xe+KJJzT+fk58M6X97tQSJDmfJ/C+kGt916JnWxk/fvzGjRvhogo829zTTz99++23+3rr1+AIFHi/4Bg8giDRw0gQeAoApk6dGugURVG33nrrtdde61cm77nnHr8Dz2FG8EHWjWf/DLSePFm8PUgEv3z58pSUlEBNB8FXp3kCHyjNPikpcenSpeEYHJmgwCMIEj0M/8CL/OZqNGrfHniSKE5R1J///Gf2T16dcHZQJZb99gEEieBDTpMjE8+4m6LywujFixdzy8MnLy+PYZhTp05ZLBauM3ChwPsuokdR1C9+8YvNmzfzDOISNwRc6AZBkOhh+AdeRHsyM7Py8vL8nmK1jaIov13NIdWL7Fk+Y8aMQOPofq2FHIO/8sora2pquKu78yJ4rufBPeRRWFhYWVmpVven0U2dOpVdWj94BC+grREGRvAIgkQLI0XgxWI/gTKbUMbW9Ds4HVzSKIoig/RarZ+UXd8uet6fQSJ4hUJRUFDgN4zmGRyo6PLs/Otf/0pOTibH3Fcc36YFtDWiwJXsEASJHkZKF71YLPbVUV606ldrQ+pZTEwMWd+N5OHzznKn9/AMsq0HCppJx4Cvw5FH8LwWuZcTgfftovdtFPEFx+ARBIkehv+Ptd9Amds5z5XJAOnlweTziiuuCLJn67333vvGG29wGw3URR/Ic98wmq3PehtS4CUSycyZ09jFdP32JRDIy0qQtw2M4INAlglCgUcQJBoY/gJP5JkXwXN3beFOAfe71npwScvIyGDns/nW1Gq1ixYt8nsh8UGj0ZAe/iDD3rxLeHPWQ3pILszNHTNnzizSoxAobx8uXG2eW+Gmm24Ks62RDEbwCIJEDyO0i14sFnu9XpVKZTKZ2PK33nqroqJi9erVvMuJovkm4RPYrWYDzaT3nRcHAAUFBY8++igAbN26lZsnz7MMQSP48LvoKYr69a/vHjducm5uoW/9QF30XJRKRZhtjWxQ4BEEiRaGfwTvV+DJ8S233AIcmbzzzjtzc3N9L+fJKg+JRMLrCeBd7jsMDwBFRUXz588HgMTERKXS/4YogSJ43y76kHvd+lV0v2Pw3C56v0l2OAYfBIzgEQSJHob/jzURJt5QN1FEbn81IeSsNl9UKlWQCJ6iqMzMzHHjiuBC1QynQz78MXiVSuXXt0B3wf5LLgxnDB6z6MMBBR5BkOhh0LvoT506WVa23WzuS01NW7r0Zq32ghW8q6qO/fDDd06nMzc3f+nSm6VS2Z49O3/44TtunSeffC4mRv3uu6tbW5tJyfTpsxYv9rOeml/YCJ4b5nJDYd/kO78WfE9JJBKPx8MV+EDX+ubDhyOTgdL+2S599o7YGe0hTfHupbCw0O12p6amcm8quJMo8EFAgUcQJHoYXIHv7TWWlq6/8877k5JStm37z5YtpStX3sOetVotpaUbVq26Lzk5ZcOGT8vLd82ff83s2XNnzpxDKjQ01FdW7o2JUQOA0Wj44x9fIEpJUQPoeDgX9QZMsvMtZ1EoFDqdjn1FcLsv2AN0+vTp5eXlMTExbBd98LicK67hdHQHiuBXrFhRW1v7wgsvsEaUSiXJKvBrJy8vr6Ojw9cmRVFZWVlfffUVtzJ3uAHnwQ8U8mxQ4BEEiQYGt4u+ubkxOzs3LS1DJpPNmjW3paWZe9Zg0KvVmqysbKVSVVg4rqurEwAoSiQWS8RiCUVRZWXblyxZBgAul4uiKKVSRU4NaBg4UJId+IvgeZYPHTqUlJREUVRcnO6BBx7gWSZGrrzyyuBJduBPFIWVsO8l6enpcOHQu981+GJjY2Uy2dSpU/120QdpIogzOAYfBIzgEQSJHgb3x7qoaNyyZb8ix+3trampF2zplpyc4nK5Tp2q6u01VlUdGzMmh3v24MH92dk5pEvfaDQwDPP222+8+up/f/75xxbLALY/9zvdPMwInlXNxMSEOXPm8CyTsxqNJpAocgr5o+/hxMFBwmgCV+D95tlNmTLFZDKlpqYGGoMPLvAjNoKvqjr2xhuvvvrqf2/a9Lnbzd9VKCgo8AiCRAuD20UvlcrItOoTJ45u3/7tLbfcwT0rlytmz573xRfrpFJpbKxu0qQr2FNer7eiovy++35L/nS7XZmZY5YsWRoTE1NaunHr1s2sKYvF/OmnH5HjnJycuLhYng8ulzMnZ4xI5LLZzr8W0LQXADo6mgGgpuYYRTlIeXNzHffaEycO9vV1ut1uhhFTFP+H3mo1k8sdDjsAnDp11ONx8+pUVx/xei3e/9/encc3VeULAP81+9okbdN9oS2kG6WlgqUIMii2WpaCjuKC6Igbw+CGy8yo41NwefDUh8Awi+ACPEVRWxVUYECp7LZlaSmlpTvdmyZNmj2574+D15CtaUoX0t/3M5/x9uTck3PTS385yz3HaibHAQEGcpZK1V1S8rN9ztbWRiaTOWVK1vHjJ0lKdXW5SMRUq9V0nrq6KnJWQ0M1AJSX/9LSIgP3tNreiopf2tsvkeutq6uyWi0A0N3dXlLys8lkdK6GWq0EAKvVWlLyM4AhKEimVPYAQENDTWSk9NKljoaGGgDIysosLT1Fn9XUdLGkpNVDTQDAZDLabDaHtxsQq9VMUVRDQ6OX+RMSkmWykIG+i8uRIy/PJV+PcKlahNBocPUDfGnpyaNHiwHg1lvnJyZO0Ot1RUW71Gr1kiV/CA0Nt89ZV3fxl1+OPfnk8yKR+ODBvV988cnddy8lL507d1Yul5PRdwCIjo5dvHgJOc7Onr5t2xa6ECaTGRl5uWNAIpGJxY7TzQwG3ZYtG8PCorZs2W53FgsAeDwBAIhEYrH48jLyfP4Vj6STl8g69s47ypPtXMXiQA6HTQ6cW7ekBPJ3nxzL5XIA4HC49JsSEydOnDnzhtde+9uNN84hKUKhWCyW2AcLgUBIziI1DwyU0oW47KJns9lisYTL5TEYTHIWmb5A3p3BYJAMV57CAQAGI0AslmRmTr7ttrwdOz4FAD5fwONxebxAPp98aFd8zlwu36EcZ1ptr8lk7DebByaTzmaz8Xj9zCiksVguli3qFz1yBABJSamNjfXen4tj8Aih0ePqB/isrKlZWVPJsdVq2bZty7hxiYsX3+8c/OrqLo4fnySVygAgK+v6f/1rA/3SmTNlCkUK/SOZPx8VFQMATCbT/g83ny+YN2+Rh/p0drYqlV2JiSkikZhOJJP1wsIiASA+PkmhSCfpERHH7c9NSEhOTExkszkMRkBCQgpcaebMWfn58269dcG6desBYNw4BYmO9uLiJigU6eT7RGzseIUife/e/SwWKzBQSr8poVCkr1jxVEtLC50SG5uoUKQrlUo6JTo6npwVEVEGAArFRJlMZn9FtHHjxtXX1wuFYoUiPShITsJ/REQMOZDJQhSKdA6HKxY7VkMikQEAk8ki6Rs3bj55svTChQsRETFhYaFyeXxk5Gk6Gy00NFKhiASPmppqtdpeh7cbEJWq1WIxh4TE+lyCN+iRo/DwyIqKM+npmfRL1dVVp06VkOOkpAnOwyJ9fVoAqKmpFAj6WZnAHaOxj8FgstmXfDudfLdoaWns6enyrQSbzWoy6bq6esmXQh/o9ToAOHeuzOfRHLPZYLNZOzp66JTGRgnA5TUqLlw4q1I5dpU50On6jEZ9RUWpbxUAAINBy2J1s1iO/6LdSU2dPBZGr9C1ZWi76CsrKzgcbm5uvkP6pUtNcnlodHTM7t1F2dk5gYHSkyePRUdf/sNtNptray/m5//2IJxarfrhh91/+MNjEonkxImjycmpPlSGwWAkJyefP38evJ5kZz9W7fyvVywWv/DCCwAglUrB/XPwDv/vck8ah/z2lXE5EM7n81ksFulCIByCDXmc3Xmpu4FOspNKpWSXPIdT+l1a59rlYeTIYrGQ4RgAMJstFOXYFU8+JIvF5DxY4yWr1UpREBDg4+kkwNtsVp8rQFE2q9VmtVp8Hmgg40EWi9nngGe1Wh0ugZRJWCyWfq+Oomw2W4DPHwJ5R6vVAh73oUBolBvaAN/Scqmhoe7VV/9CfhQIhM899xIAbN36jwcffFShSOnu7tq+/QOz2RwdHUtPx2tqapBKpTJZMF1Oamq6StXz0Uf/tlqtCQnj8/Lm+VAZBoNBLwjjbpKdh2nw7mIhAOTm5u7evdvDc/C+pXt4x9tvv72ystJ+CTyHiOswV26gk+zcFUUfuBwR8A8eRo5SUtJSUtI8nFtTUwsACQkpGRnZvr17Z2cdhyOQSMJ8O91msx069F10dHxkpI/9HGazoaurISQkjs3m9Z/blZaWxgsXzk6adL3PD1yo1e0mk04uj6dT6ut/ezU1dbLTcJmjsrIjPB4/JWWybxUAgLa2apEoWCQK8rkEhEbc0P6Zzs3Nd26+A8DLL79ODnJyZubkzHR4NSFh/MqVzzokTp9+4/TpNw6mMgwGgw5L9m1350YzzUMgtM/c73Pwzu3mQc6iZzKZ48ePt8/sMsC7W6zeQwve+U0dPiUulxsQEOBueV0/4GHkqF84yQ4hNHqMoWeaV6xY8ac//Ykc0zu4g69d9Fwud86cy7PhPKxk92s5zimDasE78xDgAwICyDam4HUL3rkadMrChQtLSkrIqIRfio6OuXChsqurw2Qy2Y8ceYPMYcRJdgih0WAMBfh58+bNnz8fAJKSku69917wYqlaD0+ui0SijIwMckw6BjyMwTsce2jBe+hOcK6DPSaTOX369EWLFtE/gqtA7kOAd0hhs9mTJ0/24+VuFIqUadNu2L79g/Xr1/b0KOmRI2+QDwlb8Aih0cBvR1JdImFv/Pjx48aNA1ctb/ueZ4lEEhl5eWa4c2B1XmTGQxe9b1N13PWWu8RisTIyMpKTk8nSs+666L2cZOe5GuDXk+zAzciRN7CLHiE0evhtO8wlem6du81mCgoK7r77bnIsEAjordWcg7dzgPcwyc77MXh3XfRxcTHgsQU/bdq0jIwMh63i7TaLc92C91xh+6LCwq6Y9uXfAd5nGOARQqPH2ArwJCwxmUwSuR2eJQMAFosVGxsLl8et6eYvSeg/wHsTtmGAXfSk/59UNS4uzt2lffjhh4899hh9Ojk3NTWVHNO1JRncTb4D9130CsUE+2wY4F0inxsGeITQaDC2Ajzdgp87d25hYSH9/Lp9HiaTyeFwbrnlFnfd2oT9c2L2A972QUe5sAAAIABJREFUpzif5ZzBQzo5FgqFRUVFeXk3A0BiYqI3F0gf5ObmAsCSJUvefPMNkk62zCHr0Hk5Bu/8NQgwwLtBPiWcZIcQGg3GVoCnW/AikaigoICs/sblcu3zMBgMDocTGRnpuUfdPsA7T7JzaDF730Vvj86zYMGCwEAxuP9aYF95+wOSPzU1dfHixSSdrMxD1q5xWaDzQMOsWbOc0/14kt1gYAseITR6jK0/0/br2wBAXl5ecXFxaGiofR6y0px9Fz24CsmkXUuEhYUJBAKxWOw+wHtbQ3dj8AP9TuA8vYDgcrkFBQU5OTnuynTuriBfg8bUJDufYYBHCI0eY2sWPQnbdHBis9kzZsxwyEMHeIcGt4cAP3PmTJVKZZ/iEOAdjgc0Bu/yJXccWvAup8QXFhZ6qIbLrW+dy8EA7xJOskMIjR5jqwUPl/eq8fS1hsvlslisKwO8i0/JPpzTPzq34H/l6fl4d+lX5vGqBd9vgO+3Gi4XusEA7yUM8Aih0WPMBXj7FrxLDz/8cFFREVwZrT234J1d3TF4AAgIuDoteIfy3XXRO5TpXE5mZiYgJ+TTw0l2CKHRYGx10QPAxIm/bbHqUnBw8IwZMz766CP7peatVps3Ad5hCBy8a6m7S++3Gd1vBbz5TuDA+cS5c+c6Z5s2bdpASx4LcAweITR6jLkAf/DgQftdVt2xb90ymQybzasWvPez6D28L33sNMuv31pDZmbmTTfddODAAZ9b8ElJSXw+3z5doVAoFAqjUeeunoiGXfQIodHDrwJ8X1+PVtvtkKjRaACgs7OOHnrX6RxPdGYwaGw2S3t7Dfw6B16tvhQVFblo0bz9+388f/4Ch8Mgr9qzWi/vP02Hv66uBoHASlFWAOjubmxv5wIARVEGg8b5dADQaLTk4IYbpgkENjoPRVEAAS5PsRceLty48a3U1OstFgMA9PQ0k3e0Wq0AoFa3UdRvF2+1mp2rsWjRnPLyJV999a1DOul17u5uJD+q1b1XVruzvV3tuW4ajZKiqH4vwQOKslEUeF+CRBLO44l8fjsfkE19MMAjhEYDvwrwHA5fKHTcv9lkogBAIJB5HjV3wGbzmEwWKY3FYpnNZolEfv78WQA4c6YgMFCyefMm5/fi8fgAEBAQQHcSCIVSoTCIwWACgEAgJacwGAFsNs/5dACgKA45mDr1eqn0t+f3RCKhSCR0eYoDo5HUnwsAQqGMnGKxmAGAyxXZl8BgMF1Wo6BgYXh4pEO6xWLW61V8voRci9V6xZ3D4QiFwn6m3Wk0hoAA8OYS3DEYNFarVSj0diM7Fovj83v5hszHxACPEBoN/CrAs9k8Ntux+12vNwKAUCjlcLiuTnKNw+ExmSyRiAR4TkCAgRyTl0SiwHHjFM5nFRV9/eCDD5aXl7PZl0OLUCgTiYJIh7ZAIPm1kAAOh0cX6PDO5D98vtA+w5Ildy9adLubU65gMgH8GuBFIhk5xWw2AQCPJ7IvgclkuazGLbfk33JLvkOi0ajT61UCgYRETav1inDO5QpEIoHninG5KoAAby7BHYvFCGAeTAlDDVvwCKHRw68C/FVkP6mNxWLaDzmzWCx3Y9uJiYkymUwqlTpMsgsJCYErx+D7nWTn8BZsNisiwqvAFmC32ny/I+U+D6XjGLzBoLXZLA6JAQEUAPT1qXU6lW/F2mxWi8U4iNNtAGAy6XwugQwzGQwas9ngWwkmkw4AdDqVz8sdWixGm81qfwlGIxtASI71+l6drp+vUDabxWIx+fwhAAAAZTbrvS9BIPC2YwmhYYMB3rWHHnpo9uzZ5Jg8Jke/9PTTT3v4yxUQEMDn88mYN+3mm3/35ZdFDtk8V8DnP472q/V5LkQgEJDt5nxATxscs0+EabXdziGQTLZQq7vU6nafSzaZ9CaT3rdzyRN6er1GrR7UNzCtVunzuXq9BgB6ezsG+S3Q/jPU6UR0gNdoOtVqx69WDiwWc0AANZjfAgAYDFqDQetlZoFA4rzcBUIjCwO8a1OmTJkyZQo5dnhunuzg4g4J8LpfJ/L5PIve5wAvkUjWrVvH4/GKioo8F1JUVER2nUE+CAlxsbOfUtkHAHx+UEREkm/FdnbWcTgCiSSs/6yu2Gy2CxcuSiRhERGxvpVgNhu6uhpCQuKcR7u8RFGN7e0d4eEKn+9htbrdZNLJ5fF0iv2TraGhiRER/ZTQ1tbN4/F9/i0AQFtbtUgUPJrHgxDq15hb6MYHTCZzQN/NBQKBy+fRPSxDS3O/Ft4APPvss5GRkR7ehQgPD8cAf3UFBASwWCwTmQeBEEIjClvw/YuMjADwdtpUbGysRCLp6emxT3RY7HZIW/D2pw/dnm84Bu8OBniE0CiBAb5/a9e+odX29J8PAADee+89AJg0aZJ9okQSyGKxxGIx+dGbpWoHGZtnzJixevXqiH67Mn2FAd4dNptlNptHuhYIIYQB3jsDDbcOw+1paSnFxftJt7lDBncnDjLAh4SEvPTSS4MpAfmGw+EaDD7OP0cIoasIx+CHhMOmLwAgEPDtMwx1gB9q2IJ3h8fj6rxZKxEhhIbYqI4i165+J8z3GyBxP9ZrFJ/PwwCPEBoNMMAPCbr97XLnUM+P0febZzTAFrw7PB5Pq/X24WmEEBo6ozqKXLtCQkLkcjkMvAVPb76OAf4aJRAIMMAjhEaDUR1Frl1FRUVvv/02uAmEHmbRM5nMH374gclkDmhrnOHH4XDS0tJGuhajkVAo7O3t7T+fR21tbQ0NDQCg1WqVSmVxcfFASzh06NDs2bNddiDV1tZ68yCfXq+vrKx0SCwuLtbrfVxlDyE0zIZ8Fv358+cOHtyn0fRGREQtWHC7RHLFis0VFWf27//eaDQmJk5YsOB2skeLy8TGxvrduwt1Ot3EiZNyc/MdniwfbbhcLofDAZ8a4nPmzNmzZ8/UqVOHoF5XDYPBKC8vZzJhzC5V645QKGhr6+w3W19fX1lZ2YwZM1y++uyzzzY3Nz/zzDNLliwRi8VdXV1Gskug18rKyn788UeDwcDn8x1eyszMXLNmzRNPPOG5hM2bN7/yyitkt2VCq9XOmjXr448/XrJkictTjh8/XlVVNWfO7wZUVQ82bdq0bdu2Y8eOXa0CERpThjZMqlQ9hYWfLVhw+1NPvSCVSnfvLrR/ta9PW1j4+cKFd65cuaqvT3vkSLG7RJvN+sUXn9566/wnnnj20qXm8vIzQ1rtq+Kmm276n//5n+DgYOeX+n0OPjc3V2a/OCe6djhPsrNYXCyc/umnn86aNYuEbecMarVarVafOnVKo9G0tLSYTCaHPBRF1dXVuavD0aPHDhw4AAAGg8FoNEZGRh48eJCujEajaWpq8nAJLS2tL7zw56qqKq1Wa7FYVqxYsXXr1gceeODLL7+kKEqr1TY1Nd1zzz3kMpuamkh/QHV19fLly1999VUPJRMmkyk9Pf2RRx7561//6nBRr7zyyssvv/z551+SlNra2pKSErPZ7OFiEULuDG2Ab2pqiI9PjIqK4XA4OTkzm5uv+LOiVHaLROK4uHg+X5CUlNrR0e4usbb2okQijY9PZLM52dnTT58uG9JqXxVyuXzVqlUextqHuT5oeJBJdm1tbV1dXQcOHFi3bl1YWJhD+3vDhg0bNmyw2WwajWbfvn0hISHLli3LyspatGjR9u07W1tb+/r6+vr67M9qaWk5c+YMAOh0uv379z/11FPjx4/v6OhwWYd33vnfr7/+GgAMBsPUqVNbW1vpAEmiskqlAgCbzUZGE3bs2NHe3q5Wq61W64kTJ48fL3n33fUffvghAHz33Xfbtm3bu3fvrl27yCJOKpVq7dq1n376KRlEmDJlSk5OTnFx8VdffVVWVqZWq919Mh0dHSqVqqenZ+fOneXl5e+///66devsMzQ1Nb322mtr1qwhOzMtX758165dFoulvr7+5ZdfHugvAiE0tF30ycmpEyZc3u+htfVSRESU/auhoWEmk+n8+Yrw8MiKijPp6ZnuEtXqnpAQOTlLLg9Vq3/bw9Fms9E/slhMFstx6NpkMgKAwaB32OHNe0aj0WQy6/W+P/tktVopiqJLoCjKYhlYgSaTmcEwslg+1sFiMQOAyWT0+SpMJr3JZDYY9EymfVPy8mZ0ZrNJr+9ngy+yvttgPkaj0Wi1WrwvgcPhDv/Thjwer7GxccKECfPmzSspKbl48aLNZlu9evXnn39eWFiYkpKyd+/e9evXX7x4EQA+/fTTQ4cOqdXqrVu3AkBZWVlhYaFGo2tsbNTpdPYB/vXXX9+7d+8333yTmZlJ38nd3d2hoaH2715ZWfn554Xt7Zd3UTMYDDU1NQBAF9XX10f/uGrVqvfeey8nJ+fIkSMbN2585ZVXbr755p07d2ZmpgMAaZevX79eo9HU1dUZjcaSkhIAePHFF8mmtE1NTVartbu7u6Oj4/vvvy8vLwcAlUr1l7+89Ic/LC4uLj506FBiYuK9994LAHv27Fm8eDFFUXK5vL6+nlTGYrEYDAYej3fmzBmj0UjPDPjpp+Jp026qrb2cra6uzn7eolartVr5+BwpQv0a2gDPZnPIXLHy8tP79n1311332b/K5fKmT79x587tbDY7MFCamXmdu0SdTsflcslZHA7X/k+8RtP73nuX2wHp6RlBQWKXNSktPTzIayF/kQfj+PHL3aRWq6WtrZn+cdjU1JyrqTk3mBLq6hrsf6SofLINT3199fHj9d6UcDWuusrLfGlpWXL5UC3W6w6PxwUArVa7b9++vr4+Egtff/11ADh27JhYLH7jjTfoe2nVqlXO893+8Y/3W1tbuVwuabITJ06c6Ojo+OWXX+y/p5IB8vXr1yclJeXl5Z06dWr16tVfffUVnYEMwwOA0WgsLy9funQpWd9w//79JpOpsrLSZrMdPnwYAFpaWrq6unbu3AkAp06dpUsgTf/6+nr6fckVAcBjjz1GGv0AsGnTJtJ2t1qtH3+87f7779i48d2ioqLU1NR77rmnqKjomWeeIUGafMOgbdmyZd68eXl5eUlJSQqFgiTqdDo6ugMA6SqgzZgxY8IEQU5OTm5u7g033IAbJiHkztUP8KWlJ48eLQaAW2+dn5g4Qa/XFRXtUqvVS5b8ITQ03D5nXd3FX3459uSTz4tE4oMH937xxSd3373UZSKfz1epLq8GbzIZebzf5g0JhaL7719Gjvl8Pvnzak+tVtbXV6elZTk37r2k06mNxj6ZLLL/rG7U1VVRFJWQkEx+ZLHYoaGRGRnZ3pegUrVwOEKBQOJbBSwWS0VFSVzceKnUxZwAb5jNRo2mQyKJYDJ/u2fo/eCjouIyMvrZ4bSzs7W1tWnSpOt9qwAAaLVKq9UikYT2nxUAAIRC19/2PDt8+Kf9+7+3T3n22ReFQm+jCP1NtLu72+GlrVu3Ll++3D6iu5zN3traCgBGo3Hfvn104qlTpwDg0KFD9jnffvvtHTt2/P3vf58xY0ZVVdVTTz3lUNTq1avJRPrW1tby8vKysjIS4FtbW//7v/+7tLSUznn+/HmXl1NbWwsADh3vUVFRly5dohvizhnq6hq+++47AKipqXnxxRfffPNNl4UDwJ/+9Kevv/66ra1Nq9X+9NNPLvN8/PHHAL/dt8HBwZ2djR988ME777wjk8nmzZuXkZHBZrNbW1stFsu0adNmzpxpNpvt/0rYU6vVAoHAZrPRvyk63WazURSlUqksFkt9fYVcHiWRhMDlPyyXN8/FyTHoWkINJYvF/M9/vvfDD7vJvxwH//nPD99+W0iOu7o633jjb+4Sq6urPvjgnyTx3Lnybdu2el+Hjo6Wgwe/NRoNPl9Fb29nW1uNz6dTFHXmzInTp4/TP4aEhLzwwgsDKqG9vaa3t8PnCphMxoMHv21vv+RzCQZDX0vLebPZaJ/IYFAAFAC1YUP/JTQ2Xvzppz0+V4CiqJ6els7OhsGU4A2bzWqxmMn/qqur/u//PvT+3IqK0pdeen44//3++9//Dg0NTU9Pd+irdyCVSklXuTupqan2P8pkUoFA4C7z/fffHxUV5e5VAKDD4UDFxcW5eaWA3GkAVGVlL0VRJpPp2LFjjzzySEZGBgnV4eHh9rsrBQcHJyQkTJkyJTs7m8/ny2QymUzGYl3RpOHxeDweTyAQOD9r4I7ZbB6yWw+hq2xou+grKys4HG5ubr5D+qVLTXJ5aHR0zO7dRdnZOYGB0pMnj0VHxwKAy8SEhMSvv/6ira0lLCy8pOQ4GZi/puFCMaNWQACDyWQAgM1mPXhwn8O4Ur8c2oVeYrPZr7322rlz544dO1Jd/dtgUFBQkFKpdMjM4XAoiiJzGv71r391dHS4nG3HYDDo7vTe3t69e/eSYx6P57wdjn1zHAAKCgpKSkrPnj0LrgQFBT3++OMOE98iIyNbWlpiYmKamprcbbejUCguXLgwceLEZcuWPf3000wm02FmzKuvvvrwww/ff/+9KSkT1qxZR68owGQy6YxkV0Y2m52dnZ2d7dgNVl1dffjw4aqqsx0d3UFB8paWFovFMn/+fBaLRVEUj8eTyWRkCgJpstOflVQqlUqlpGSRSGQ09lgsDJPJFhgYqNPp6KcYKHwwFF07hjbAt7Rcamioe/XVv5AfBQLhc8+9BABbt/7jwQcfVShSuru7tm//wGw2R0fHFhT8HgBcJjIYzDvvvLewcJfZbE5KSs7ImDyk1R5qGN2vCSUlJ+LjE+xXbjAaDfQjcFwux3kxBqvVmpSkyMnJOXr0qLtiRSKRXu845XP27NlPPvkEAGzZ8veVK5+j07/66st33/3fwsIrni+dOHHik08+UV1ds2bNmpMnT9LpQqHQfoR7woTxVVUXEhISamtrbTZbV1cXSV+1ahWfz3/ppZcmTJhQX19PvijYP9q3e/dn118/k8FgZ2dPI3P0CCaTmZaWdubMmcDAwPHjE8PCwvLz8z/55JMHHnhg69at7723/ve/vzMnJ4d+Bm/hwoWhoaE7duyYPHnyzz//fNNNs9euXTt//oK4uLhHHnk4IiL822+/3b59B11+dnb27bcvys+/jaIMZrP+gQce/eabbzZv3lxSUpKff9s331zOZjDo9Xq3UTY6Omrx4rvOnRvP5XITE31fi6mzs14olAoEUod00rXjnJ/Pd9vhgdBIGdoAn5ub79x8B4CXX36dHOTkzMzJmenwqsvEmJi4xx/vZ2mOawjG+FHOarUeO3bkoYces08sKyv54YdvyfHMmTNcPuool8vWrPnrmjVrDx4sjo6Oam6+FBwc1NurWbz49u3bdwLA+vVvhYeHnTxZ2t2t3LDhn+Qso7GPTD/s7dUAQEhIcG+vxmQy9fS03HHHbfYBftKktLlz58TGhoSFiYODg7q7f2vfP/30H9966917772TzWaVlp5evnxZaenplJSk99//6OzZcwBw221zTpwo5XJBKGQCQGZm2t/+9lxjY9PGjf9ubW0jhcydm8fn88vLSwAgOXl8TU1NYKA4PDwsLS05MzM9Li5m2bKVJpMmPDzwk0/eB4AFC+ZQFJWUFBsczH/llT9LpZLPPvuMFLVwYV5cXMz8+Td3dyvb21tXrVqu0bTLZBIAy8mTP4WFiadNm8xgWH/++ZhEElhWdiYkRFpScsWafYmJ4TweWyIJVCjG2f0WjjQ19b8hr0YDXV2uHyMcCrNm5eM/ajTa4H7wI6DfhW7QiDt37qxcLneYW6dQJAUGBpJjmUzqMKALAM3NdWazKT4+6cYbZx0+fHzfvu/ffvvdl19+UaVSC4UCBoP98cfbp0yZHhERPnXqDRRFiUTSrVs/nDQp/fHHH01LywIAm41KSUnevHmTwaCvqqqePv13dMu7oGDBnj3f3XZb/sqVT/1aH8XRo8fi48ctXbpk4sSJN9448/bb7+rpaYuKigsKCgGAhQvvBIBJk6674467lErlihUrP/poKgB0d3cfPHjk9dfflEolAKBS6date1sqlahU6tWrXxUKWYGBciaT/fzzzwcHy5OSkh5++CH6Gn/8MSU+PoHDuWLKKlmRLy0tS6/Xb9r0fm+vuqOjKz09KyYmhmTIzy8gB9u2fSQUCoOCgkj+u+66FwBKS0tvvXXesmUPkw9Bp1NbLMbAwFAAuO+++5TKntjY6+x+C+kREf088lpXV8XhcKKi4j1n80ClauXxxDyet5Mr8V80Go1GdAbAcBiFk+xCQ0NffPHFAZWAk+yo4ZpkR2zfvvXEiaMDPauiorS09DBFUeTRcIdXVSrV+++/7zDhtKenx2Kx0D92dNSqVG32GUwmE5PJzMrKKioq2rx58/nz5+mXFi9eDABkzXnCarUePPjtpUuOn1Jzc/PPP//srtoWi2XTpk3/9V//BQBdXe0tLedNJr231+zk0qWGlSsfBYDW1lYvT7HZbCUlJfSPKlVbR0etfYbCQoqeZNfc3H+BpaWHz50rHUitHbW2XtBougdTAkIjDlvwIwBb8KOc2Wyurb2Yn7/A5xLkcnleXp5DokQiWbZsmUMimdjlAZvN3rt373XXXSeROD4k+dprr9XX13uzOmxUVJSHee9MJvOPf/zj+fPnVSpVYGBgV1dPvwV6xuFwYSBz6QMCArKysgb5pgghBxjgR8DSpUtnz5490rVAbjU1NUilUpnMxzUDrrqbbrrJZbpCobiKG7EkJye/++67ZnP/w9v9mjgxZenSpc7fSBBCwwkD/AhYu3btSFcBeZKQMH7lymdHuhbXsHHjYj/44DHspkJoZOGWJwghhJAfwgCPEEII+SEM8AghhJAfwgCPEEII+SEM8AghhJAfwgCPEEII+SH/f0xOr9crlRqr1eZzCVyu0H4TdB+oVL02398fAEAkCmaxOD6fbrNZlUqNXq/3uQQWiy0WyxkMpn3im28C2Vtr+vT+S9Bo+pRKjc8VAAA+X2wb5Oc4xNRqjV6v6z+fe0Jh0OBuNkqp1NjvHDNQTCZLLJYPpg46nU6p1AD4vusajydis69YJCc1Fd566/Lxr4sFe9LT0ysQWHyuAACIxSEcjrd7yCI0Ovl/gNdq+86ePZ2XN8/nEjgc/iD/qTc3Nw8yMjnvajUgVqvt7NnTCkWKzyUwmWyRKMgh8fmBbH2uUqkqKs4uXHiXz3Xgcr1dGHyktLS0qNWqwZQgEAxqcRiKgrNnT8fFJfhcAoPBcv5FD4ha3Xv27OmCgjt9LoHLFTqkTJgAL7wwgBLq6+ulUpnPFQAAoXBQpyM0GmAXPUIIIeSHMMAjhBBCfiiAonwfKrsmmM0mrVYrlUoDAkbs24xWqwEAkUg8UhWgKJtKpRIKRRyO7wP5g2Q0GvR6/SA7Tke5vj6tzWYTi70YJR4aFEWpVD0CgZDL5Y5UHYxGo07XJ5XKRnCpWo2ml8FgOOz2i9BY4/8BHiGEEBqDsIseIYQQ8kN+Pou+sbF+9+5CnU43ceKk3Nz8oe6lP3bs8NGjxRaLJT4+ccGCO0h/uMs6DFHFVKqer7/+oq2tNSIi8s477+Xx+MNcAQA4c6bsp5/+Y7FYUlIm5uV5erth/u0MteG8nBG/02AU3Gxj9k5DyFuU/7JaLe+882ZtbY3JZNyyZfOZM2VD+nZtbS3vvPOmWq3S63UffvivH3/c764OQ1Qxm822YcPbVVWVFotl9+7CAwf2DnMFKIpqa2t5661Xlcous9n00Uf/PnHiyPDXYUQM5+WM+J1GjYKbbczeaQh5z5+/ydbWXpRIpPHxiWw2Jzt7+unTZUP6dj09ykmTJgcGSng8flJSikrV464OQ1SxuroakUikUCQzmcy8vLlTp04b5goAQHV11YQJSTJZMIvFnjp1WkXF2eGvw4gYzssZ8TsNRsHNNmbvNIS8589d9Gp1T0iInBzL5aGDXIGkX8nJacnJaTpdX1tb69mzp2fNutldHYaoYkplt0Ag2LXrk9bWlujomFtvnTfMFQAAq9VK/TptMyCAQWLPMNdhRAzn5Yz4nQaj4GYbs3caQt7z5xa8TqejHxbicLiDXEPUS83Njd9//43JZJTLQ93VYYgqptfrKyvPZWRMfvTRFQCwZ8/Xw1wBABg/XlFTc6G9va2vT3vs2M8Gg3746zAihv9yRvBOg1Fws43ZOw0h7/lzgOfz+SaTiRybTEYyCWioKRQpf/zj01lZ1+/eXeSuDkNUMR6PFxMTO2FCMpfLy86eXl1dNcwVAICoqJi8vLlffvnptm1bEhLG8/mC4a/DiBj+yxnBOw1Gwc02Zu80hLznzwFeKg3q7u4ix93d3UO9xMqRI8WnTpWQ45iYWKWyy10dhqhiEslv5TAYDAaDMcwVAACLxZKSkrZ8+VOPP/5kWFiETBY0/HUYEcN5OSN+p8EouNnG7J2GkPf8OcAnJCQqld1tbS0UZSspOZ6enjGkbyeRSE6cOKJUdhsMhpMnj8XGjnNXhyGqWGLi+K6uzubmRoqiTpw4qlAkD3MFAECn6/v73/+3t1dtMhkPH/4pK2vq8NdhRAzn5Yz4nQaj4GYbs3caQt7z85Xsmpoadu8uMpvNSUnJubn5AEO7duahQwfKyn4xmUzx8Ylz5xaQbkOXdRiiijU01O3ZU9TX1xcXFz9v3sLhrwAAnDhx9NChA1wub8qU63NyZpLEYa7DiBjOyxnxOw1Gwc02Zu80hLzk5wEeIYQQGpv8uYseIYQQGrMwwCOEEEJ+CAM8Qggh5IcwwCOEEEJ+CAM8Qggh5IcwwCOEEEJ+CAM8Qggh5IcwwCOEEEJ+yJ+3i0UIXUXr1q3R6fruuuu+lJSJzc2NGk2vTBYUHh450vVCCLmGLXiE0IAdPVr82Wc7SkpOjHRFEEJuYQseIeSVZ575MwAwGMyRrghCyCu4Fj1CyCt0F/2RI8XNzY0kMSREvmLFMzab9dChg5WV5T09yqCg4KlTp113XTbJsHr1izab7f77H7p4sbqi4uxTT70wcleA0NiCLXiE0MD+d7EHAAABuElEQVRkZmYZDPqurs6IiMiMjCwA2Llzx4ULlUwmUyYLbm9v+/bbQpVKdfPNefQphw8X19ZWs1j4Bweh4YP/3hBCA3Pdddm1tTVdXZ1RUTHZ2TfU19deuFDJYrGeeOI5sTiwouLMrl2fHDlyaMqUbIlESk5pa2uZNevmmJi4ka05QmMKBniE0KDU19cCgEgkLi09CQA2my0ggGGz2erra0n7HgCmTp32u9/NGclaIjT2YIBHCA2KWq0CAJWq58cf99un63R99HFsLLbdERpuGOARQoMSGCgBgLS0Sb///T3u8gQE4BO5CA03DPAIIR+ZTCYAiI6OAYD6+tq+Pq1QKOrs7Pjqq88oynbnnfcFBQWPdB0RGrswwCOEBkwoFAFAZWU5g8EoKPj9uHEJ9fW1Gze+Exwc0tbWarVaMjOvw+iO0MjCfjOE0IBNmzYjIiKKoiiVqgcA7rvvwenTZwqFoo6OtuDgkNtuW7BgwR0jXUeExjpc6AYhhBDyQ9iCRwghhPwQBniEEELID2GARwghhPwQBniEEELID2GARwghhPwQBniEEELID2GARwghhPwQBniEEELID/0/XWU8pGKKN+sAAAAASUVORK5CYII=" /><!-- --></p>
<p>and SFO with two-component error.</p>
<pre class="r"><code>f_parent_nlmixr_saem_sfo_tc &lt;- nlmixr(f_parent_mkin_tc[&quot;SFO&quot;, ], est = &quot;saem&quot;,
  control = nlmixr_saem_control_800)
traceplot(f_parent_nlmixr_saem_sfo_tc$nm)</code></pre>
<p><img 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" /><!-- --></p>
<p>For DFOP with constant variance, the convergence plots show considerable instability of the fit, which indicates overparameterisation which was already observed earlier for this model combination.</p>
<pre class="r"><code>f_parent_nlmixr_saem_dfop_const &lt;- nlmixr(f_parent_mkin_const[&quot;DFOP&quot;, ], est = &quot;saem&quot;,
  control = nlmixr_saem_control_800)
traceplot(f_parent_nlmixr_saem_dfop_const$nm)</code></pre>
<p><img 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" /><!-- --></p>
<p>For DFOP with two-component error, a less erratic convergence is seen.</p>
<pre class="r"><code>f_parent_nlmixr_saem_dfop_tc &lt;- nlmixr(f_parent_mkin_tc[&quot;DFOP&quot;, ], est = &quot;saem&quot;,
  control = nlmixr_saem_control_800)
traceplot(f_parent_nlmixr_saem_dfop_tc$nm)</code></pre>
<p><img 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" /><!-- --></p>
<p>To check if an increase in the number of iterations improves the fit, we repeat the fit with 1000 iterations for the burn in phase and 300 iterations for the second phase.</p>
<pre class="r"><code>f_parent_nlmixr_saem_dfop_tc_1000 &lt;- nlmixr(f_parent_mkin_tc[&quot;DFOP&quot;, ], est = &quot;saem&quot;,
  control = nlmixr_saem_control_1000)
traceplot(f_parent_nlmixr_saem_dfop_tc_1000$nm)</code></pre>
<p><img 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" /><!-- --></p>
<p>Here the fit looks very similar, but we will see below that it shows a higher AIC than the fit with 800 iterations in the burn in phase. Next we choose 10 000 iterations for the burn in phase and 1000 iterations for the second phase for comparison with saemix.</p>
<pre class="r"><code>f_parent_nlmixr_saem_dfop_tc_10k &lt;- nlmixr(f_parent_mkin_tc[&quot;DFOP&quot;, ], est = &quot;saem&quot;,
  control = nlmixr_saem_control_10k)
traceplot(f_parent_nlmixr_saem_dfop_tc_10k$nm)</code></pre>
<p><img 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" /><!-- --></p>
<p>In the above convergence plot, the time course of ‘eta.DMTA_0’ and ‘log_k2’ indicate a false convergence.</p>
<p>The AIC values are internally calculated using Gaussian quadrature.</p>
<pre class="r"><code>AIC(f_parent_nlmixr_saem_sfo_const$nm, f_parent_nlmixr_saem_sfo_tc$nm,
  f_parent_nlmixr_saem_dfop_const$nm, f_parent_nlmixr_saem_dfop_tc$nm,
  f_parent_nlmixr_saem_dfop_tc_1000$nm,
  f_parent_nlmixr_saem_dfop_tc_10k$nm)</code></pre>
<pre><code>                                     df    AIC
f_parent_nlmixr_saem_sfo_const$nm     5 798.69
f_parent_nlmixr_saem_sfo_tc$nm        6 810.33
f_parent_nlmixr_saem_dfop_const$nm    9 736.00
f_parent_nlmixr_saem_dfop_tc$nm      10 664.85
f_parent_nlmixr_saem_dfop_tc_1000$nm 10 669.57
f_parent_nlmixr_saem_dfop_tc_10k$nm  10    Inf</code></pre>
<p>We can see that again, the DFOP/tc model shows the best goodness of fit. However, increasing the number of burn-in iterations from 800 to 1000 results in a higher AIC. If we further increase the number of iterations to 10 000 (burn-in) and 1000 (second phase), the AIC cannot be calculated for the nlmixr/saem fit, supporting that the fit did not converge properly.</p>
</div>
<div id="comparison" class="section level3">
<h3>Comparison</h3>
<p>The following table gives the AIC values obtained with the three packages using the same control parameters (800 iterations burn-in, 300 iterations second phase, 15 chains).</p>
<pre class="r"><code>AIC_all &lt;- data.frame(
  check.names = FALSE,
  &quot;Degradation model&quot; = c(&quot;SFO&quot;, &quot;SFO&quot;, &quot;DFOP&quot;, &quot;DFOP&quot;),
  &quot;Error model&quot; = c(&quot;const&quot;, &quot;tc&quot;, &quot;const&quot;, &quot;tc&quot;),
  nlme = c(AIC(f_parent_nlme_sfo_const), AIC(f_parent_nlme_sfo_tc), NA, AIC(f_parent_nlme_dfop_tc)),
  nlmixr_focei = sapply(list(f_parent_nlmixr_focei_sfo_const$nm, f_parent_nlmixr_focei_sfo_tc$nm,
  f_parent_nlmixr_focei_dfop_const$nm, f_parent_nlmixr_focei_dfop_tc$nm), AIC),
  saemix = sapply(list(f_parent_saemix_sfo_const$so, f_parent_saemix_sfo_tc$so,
    f_parent_saemix_dfop_const$so, f_parent_saemix_dfop_tc$so), AIC),
  nlmixr_saem = sapply(list(f_parent_nlmixr_saem_sfo_const$nm, f_parent_nlmixr_saem_sfo_tc$nm,
  f_parent_nlmixr_saem_dfop_const$nm, f_parent_nlmixr_saem_dfop_tc$nm), AIC)
)
kable(AIC_all)</code></pre>
<table>
<thead>
<tr class="header">
<th align="left">Degradation model</th>
<th align="left">Error model</th>
<th align="right">nlme</th>
<th align="right">nlmixr_focei</th>
<th align="right">saemix</th>
<th align="right">nlmixr_saem</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td align="left">SFO</td>
<td align="left">const</td>
<td align="right">796.60</td>
<td align="right">796.62</td>
<td align="right">796.37</td>
<td align="right">798.69</td>
</tr>
<tr class="even">
<td align="left">SFO</td>
<td align="left">tc</td>
<td align="right">798.60</td>
<td align="right">798.61</td>
<td align="right">798.37</td>
<td align="right">810.33</td>
</tr>
<tr class="odd">
<td align="left">DFOP</td>
<td align="left">const</td>
<td align="right">NA</td>
<td align="right">750.91</td>
<td align="right">713.16</td>
<td align="right">736.00</td>
</tr>
<tr class="even">
<td align="left">DFOP</td>
<td align="left">tc</td>
<td align="right">671.91</td>
<td align="right">666.60</td>
<td align="right">666.10</td>
<td align="right">664.85</td>
</tr>
</tbody>
</table>
<pre class="r"><code>intervals(f_parent_saemix_dfop_tc)</code></pre>
<pre><code>Approximate 95% confidence intervals

 Fixed effects:
            lower       est.      upper
DMTA_0 96.2802274 98.2761977 100.272168
k1      0.0339753  0.0645487   0.095122
k2      0.0058977  0.0088887   0.011880
g       0.9064373  0.9514417   0.996446

 Random effects:
              lower     est.   upper
sd(DMTA_0)  0.44404 2.102366 3.76069
sd(k1)      0.25433 0.589731 0.92514
sd(k2)     -0.33139 0.099797 0.53099
sd(g)       0.39606 1.092234 1.78841

 
       lower     est.    upper
a.1 0.863644 1.063021 1.262398
b.1 0.022555 0.029599 0.036643</code></pre>
<pre class="r"><code>intervals(f_parent_saemix_dfop_tc)</code></pre>
<pre><code>Approximate 95% confidence intervals

 Fixed effects:
            lower       est.      upper
DMTA_0 96.2802274 98.2761977 100.272168
k1      0.0339753  0.0645487   0.095122
k2      0.0058977  0.0088887   0.011880
g       0.9064373  0.9514417   0.996446

 Random effects:
              lower     est.   upper
sd(DMTA_0)  0.44404 2.102366 3.76069
sd(k1)      0.25433 0.589731 0.92514
sd(k2)     -0.33139 0.099797 0.53099
sd(g)       0.39606 1.092234 1.78841

 
       lower     est.    upper
a.1 0.863644 1.063021 1.262398
b.1 0.022555 0.029599 0.036643</code></pre>
<pre class="r"><code>intervals(f_parent_saemix_dfop_tc_10k)</code></pre>
<pre><code>Approximate 95% confidence intervals

 Fixed effects:
            lower       est.      upper
DMTA_0 96.3027896 98.2641150 100.225440
k1      0.0338214  0.0644055   0.094990
k2      0.0058857  0.0087896   0.011693
g       0.9086138  0.9521421   0.995670

 Random effects:
              lower    est.   upper
sd(DMTA_0)  0.41448 2.05327 3.69206
sd(k1)      0.25507 0.59132 0.92758
sd(k2)     -0.36781 0.09016 0.54813
sd(g)       0.38585 1.06994 1.75402

 
       lower     est.    upper
a.1 0.866273 1.066115 1.265957
b.1 0.022501 0.029541 0.036581</code></pre>
<pre class="r"><code>intervals(f_parent_saemix_dfop_tc_mkin_10k)</code></pre>
<pre><code>Approximate 95% confidence intervals

 Fixed effects:
            lower       est.      upper
DMTA_0 96.3021306 98.2736091 100.245088
k1      0.0401701  0.0645140   0.103611
k2      0.0064706  0.0089398   0.012351
g       0.8817692  0.9511605   0.980716

 Random effects:
                lower     est.   upper
sd(DMTA_0)    0.42392 2.068018 3.71212
sd(log_k1)    0.25440 0.589877 0.92536
sd(log_k2)   -0.38431 0.084334 0.55298
sd(g_qlogis)  0.39107 1.077303 1.76353

 
       lower     est.    upper
a.1 0.865291 1.064897 1.264504
b.1 0.022491 0.029526 0.036561</code></pre>
<pre class="r"><code>intervals(f_parent_nlmixr_saem_dfop_tc)</code></pre>
<pre><code>Approximate 95% confidence intervals

 Fixed effects:
            lower       est.      upper
DMTA_0 96.3059406 98.2990616 100.292183
k1      0.0402306  0.0648255   0.104456
k2      0.0067864  0.0093097   0.012771
g       0.8769017  0.9505258   0.981067

 Random effects:
             lower     est. upper
sd(DMTA_0)      NA 1.724654    NA
sd(log_k1)      NA 0.592808    NA
sd(log_k2)      NA 0.010741    NA
sd(g_qlogis)    NA 1.087349    NA

 
          lower     est. upper
sigma_low    NA 1.081809    NA
rsd_high     NA 0.032051    NA</code></pre>
<pre class="r"><code>intervals(f_parent_nlmixr_saem_dfop_tc_10k)</code></pre>
<pre><code>Approximate 95% confidence intervals

 Fixed effects:
           lower       est.     upper
DMTA_0 96.426510 97.8987836 99.371057
k1      0.040006  0.0644407  0.103799
k2      0.006748  0.0092476  0.012673
g       0.879251  0.9511399  0.981147

 Random effects:
             lower       est. upper
sd(DMTA_0)      NA 3.7049e-04    NA
sd(log_k1)      NA 5.9221e-01    NA
sd(log_k2)      NA 3.8628e-07    NA
sd(g_qlogis)    NA 1.0694e+00    NA

 
          lower     est. upper
sigma_low    NA 1.082343    NA
rsd_high     NA 0.034895    NA</code></pre>
</div>
</div>
</div>
<div id="references" class="section level1">
<h1>References</h1>
<!-- vim: set foldmethod=syntax: -->
<div id="refs" class="references hanging-indent">
<div id="ref-efsa_2018_dimethenamid">
<p>EFSA. 2018. “Peer Review of the Pesticide Risk Assessment of the Active Substance Dimethenamid-P.” <em>EFSA Journal</em> 16 (4): 5211.</p>
</div>
<div id="ref-ranke2021">
<p>Ranke, Johannes, Janina Wöltjen, Jana Schmidt, and Emmanuelle Comets. 2021. “Taking Kinetic Evaluations of Degradation Data to the Next Level with Nonlinear Mixed-Effects Models.” <em>Environments</em> 8 (8). <a href="https://doi.org/10.3390/environments8080071">https://doi.org/10.3390/environments8080071</a>.</p>
</div>
<div id="ref-dimethenamid_rar_2018_b8">
<p>Rapporteur Member State Germany, Co-Rapporteur Member State Bulgaria. 2018. “Renewal Assessment Report Dimethenamid-P Volume 3 - B.8 Environmental fate and behaviour, Rev. 2 - November 2017.” <a href="https://open.efsa.europa.eu/study-inventory/EFSA-Q-2014-00716">https://open.efsa.europa.eu/study-inventory/EFSA-Q-2014-00716</a>.</p>
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