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author | Johannes Ranke <jranke@uni-bremen.de> | 2015-11-09 23:59:58 +0100 |
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committer | Johannes Ranke <jranke@uni-bremen.de> | 2015-11-09 23:59:58 +0100 |
commit | 88841e5273db2174751eea14e46772fdd2296f5d (patch) | |
tree | 91fbda1e4e3a80dacf705340ce33f08c13cf701c | |
parent | 3e9a70b347ca31f1779f13c092fe271d8bde2e98 (diff) |
Updated the manual
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diff --git a/gmkin_screenshot.png b/gmkin_screenshot.png Binary files differdeleted file mode 100644 index e185241..0000000 --- a/gmkin_screenshot.png +++ /dev/null diff --git a/vignettes/gmkin_manual.R b/vignettes/gmkin_manual.R new file mode 100644 index 0000000..0fd5ece --- /dev/null +++ b/vignettes/gmkin_manual.R @@ -0,0 +1,34 @@ +## ---- include = FALSE---------------------------------------------------- +library(knitr) +opts_chunk$set(tidy = FALSE, cache = FALSE) + +## ---- eval = FALSE------------------------------------------------------- +# library(gmkin) + +## ---- eval = FALSE------------------------------------------------------- +# gmkin() + +## ---- eval = FALSE------------------------------------------------------- +# write.table(schaefer07_complex_case, sep = ",", dec = ".", +# row.names = FALSE, quote = FALSE, +# file = "schaefer07.csv") + +## ---- eval = FALSE------------------------------------------------------- +# Model cost at call 1 : 15156.12 +# Model cost at call 3 : 15156.12 +# Model cost at call 7 : 14220.79 +# Model cost at call 8 : 14220.79 +# Model cost at call 11 : 14220.79 +# Model cost at call 12 : 3349.268 +# Model cost at call 15 : 3349.268 +# Model cost at call 17 : 788.6367 +# Model cost at call 18 : 788.6366 +# Model cost at call 22 : 374.0575 +# Model cost at call 23 : 374.0575 +# Model cost at call 27 : 371.2135 +# Model cost at call 28 : 371.2135 +# Model cost at call 32 : 371.2134 +# Model cost at call 36 : 371.2134 +# Model cost at call 37 : 371.2134 +# Optimisation by method Port successfully terminated. + diff --git a/vignettes/gmkin_manual.Rmd b/vignettes/gmkin_manual.Rmd index 7200b12..94fbac2 100644 --- a/vignettes/gmkin_manual.Rmd +++ b/vignettes/gmkin_manual.Rmd @@ -1,47 +1,51 @@ --- title: "Manual for gmkin" +author: "Johannes Ranke" +date: "`r Sys.Date()`" output: html_document: css: gmkin_manual.css toc: true + mathjax: null theme: united +vignette: > + %\VignetteIndexEntry{Manual for gmkin} + %\VignetteEngine{knitr::rmarkdown} + \usepackage[utf8]{inputenc} --- -<!-- -%\VignetteEngine{knitr::rmarkdown} -%\VignetteIndexEntry{Manual for gmkin} ---> ```{r, include = FALSE} library(knitr) -opts_chunk$set(tidy = FALSE, cache = TRUE) +opts_chunk$set(tidy = FALSE, cache = FALSE) ``` ## Introduction The R add-on package gmkin provides a browser based graphical interface for -performing kinetic evaluations of degradation data using the mkin package. +performing kinetic evaluations of degradation data using the +[mkin package](http://kinfit.r-forge.r-project.org/mkin_static). While the use of gmkin should be largely self-explanatory, this manual may serve as a functionality overview and reference. For system requirements and installation instructions, please refer to the -[gmkin homepage](http://kinfit.r-forge.r-project.org/gmkin_static) +[gmkin homepage](http://kinfit.r-forge.r-project.org/gmkin_static). ## Starting gmkin As gmkin is an R package, you need to start R and load the gmkin package before you can run gmkin. -This can be achieved by entering the command +The latter can be achieved by entering the command ```{r, eval = FALSE} library(gmkin) ``` into the R console. This will also load the packages that gmkin depends on, -most notably gWidgetsWWW2 and mkin. Loading the package only has to be done +most notably gWidgetsWWW2 and mkin. Loading the package only has to be done once after you have started R. Before you start gmkin, you should make sure that R is using the working directory that you would like to keep your gmkin project file(s) in. If you use -the standard R application on windows, you can change the working directory -from the File menu. +the standard R GUI application on windows, you can change the working directory +from the File menu ('File' -> 'Change dir...'). Once you are sure that the working directory is what you want it to be, gmkin can be started by entering the R command @@ -53,108 +57,100 @@ gmkin() This will cause the default browser to start up or, if it is already running, to pop up and open a new tab for displaying the gmkin user interface. -In the R console, you should see some messages, telling you if the local R help -server, which also serves the gmkin application, has been started, which port it is -using and that it is starting an app called gmkin. - -Finally, it should give a message like - -```{r, eval = FALSE} -Model cost at call 1: 2388.077 -``` - -which means that the first kinetic evaluation has been configured for fitting. +In the R console, you should see a message that the httpd help server is started, if it wasn't +already started before. In the browser, you should see something like the screenshot below. -![gmkin start](img/gmkin_start.png) +![Screenshot of the newly started gmkin GUI](img/gmkin_start.png) The statusbar at the bottom of the gmkin window shows, among others, the working directory that gmkin uses. -Note that the project file management area described below can be minimized by clicking on -the arrows on the right hand side of its title bar. This may be helpful if the vertical -size of your browser window is restricted. +If the browser only shows "Loading ExtJS..." and nothing else happens for about 10 to 15 seconds, +please enter the `gmkin()` command again in the R console. If this still does not bring up the +gmkin GUI, please close the browser and try again. -## Project file management +## Three column layout -At startup, gmkin loads a project called "FOCUS\_2006\_gmkin" which is distributed -with the gmkin package. A gmkin project contains datasets, kinetic models for -fitting, and so-called fits, i.e. the results of fitting models to data. These -gmkin projects can be saved and restored using the project file management area in the -top left. +Since version 0.6.1, gmkin adheres to a three column layout. To the left, there are explorer +areas for the available projects, datasets, kinetic models and the completed fits. -![projects](img/projects.png) +In the central, tabbed area, the projects, datasets, models and fits are defined. The area +to the right is mainly for showing information intended to support the user, and results. +However, it also contains a tab 'Data' for editing kinetic data. -If you would like to save these items for reference or for the purpose of continuing -your work at a later time, you can modify the project name and press the button below it. -The full name of the project file created and the working directory will be displayed -in the gmkin status bar. +## Project file management -For restoring a previously saved project file, use the Browse button to locate -it, and the "Upload" button to load its contents into gmkin. +At startup, the project explorer to the left shows the two project workspaces 'FOCUS_2006' and +'FOCUS_2006_Z' delivered with the package. The project manangement area in the +center gives the possibility to save these projects under a new name, or to +start a new, empty project. -## Studies +A gmkin project workspace contains datasets, kinetic models for fitting, and +so-called fits, i.e. the results of fitting models to data. The project area also shows the current +working directory, where project workspace files are saved using the file extension `.gmkinws`. -The "Studies" area directly below the "Project file management" area can be expanded by clicking -on the arrows on the right hand side of its title bar. Studies in gmkin are -simply a numbered list of sources for the datasets in a project. You can edit the titles -directly by clicking on them. If you would like to add a new data source, use the "Add" -button above the table containing the list. If there are more than one studies in the list, -you can also remove them using the "Remove" button. +Once a project has been saved by the user, the project explorer to the left will show it in the +project list. -![studies](img/studies.png) +![Screenshot of saving a new project](img/new_project.png) -Note that the user is responsible to keep the study list consistent with the numbers that are -used in the list of datasets described below. +The current state of a project should repeatedly be saved during the work in order to avoid +loosing data. This can be achieved by selecting the 'Project' tab in the center and pressing +the 'Save project to project file' button. More conveniently, the keyboard shortcut Ctrl-X +can be used to save the current status of the project. -## Datasets and Models -The project loaded at the start of gmkin contains two datasets and four kinetic models. These -are listed to the left under the heading "Datasets and Models", together with a button for -setting up fits as shown below. +In the project file management area, datasets and models can be imported from +one of the projects in the project list, once it has been selected in the +droplist labelled 'Import from:'. -![datasets and models](img/datasetsnmodels.png) +![Screenshot of importing datasets and models](img/import.png) -For editing, adding or removing datasets or models, you need to double-click on an -entry in the respective list. +Once the project has been set up, you may want to minimize the project explorer, especially +if you are limited in vertical screen space. -For setting up a fit of a specific model to a specific dataset, the model and -the dataset should be selected by clicking on them. If they are compatible, clicking -the button "Configure fit for selected dataset and model" will set up the fit and -open the "Plotting and Fitting" tab to the right. +![Screenshot of minimized project explorer](img/projects_min.png) ## Dataset editor -The dataset editor allows for editing datasets, entering new datasets, uploading -data from text files and deleting datasets. +When you select one of the datasets in the dataset explorer to the left, some +summary information about the dataset is shown in the center, and the data itself +is loaded into the data editor to the right. -![dataset editor](img/dataseteditor.png) +![Screenshot of the GUI after loading a dataset](img/dataset_Z.png) -If you want to create (enter or load) a new dataset, it is wise to first edit -the list of data sources in the "Studies" area as described above. +When you have added information about the units, or edited the data to the right, you should hit +the button 'Keep changes'. This will add a new entry in the dataset explorer. -### Entering data directly +In the dataset editor to the right, you can override original data (for example in order to +follow FOCUS recommendations for time zero samples or values below the limit of detection) +by entering numbers in the override column. -For entering new data manually, click on "New dataset", enter a title and select -the study from which the dataset is taken. At this stage, you may already want -to press "Keep changes", so the dataset appears in the list of datasets. +When saving a dataset, the sampling times, the number of replicates and the list of observed +variables will be computed from the current data in the data editor. -In order to generate a table suitable for entering the data, enter a comma separated -list of sampling times, optionally the time unit, and the number of replicate measurements -at each sampling time. Also, add a comma separated list of short names of the -relevant compounds in your dataset. A unit can be specified for the observed -values. An example of filling out the respective fields is shown below. +However, entering data in these fields is a prerequisite for entering a new dataset directly +in the dataset editor. -![generate data grid](img/generatedatagrid.png) +### Entering data directly -Once everyting is filled out to your satisfaction, press the button "Generate empty grid -for kinetic data". In our example, this would result in the data grid shown below. You -can enter the observed data into the value column, as shown in the screenshot below. +For entering new data manually, there are two possibilities. You can either +change the Dataset title of the current dataset and edit the data in the Data +editor to the right. Or, if the new data should have a different structure, e.g. +different sampling times, observed variables and replicates, click on "New +dataset", edit the dataset title, sampling times, number of replicates and the list of +observed variables, and press the button 'Generate grid for entering kinetic data', in +order to prepare the Data editor to the right. -![data grid](img/datagrid.png) +For sampling times and short names of the relevant compounds, a comma separated +list must be entered, with a space after each comma. An example of filling out +the respective fields is shown below. -The column with title override serves to override data points from the original -datasets, without loosing the information which value was originally reported. +![Screenshot of generating a data grid](img/generatedatagrid.png) + +After that, the actual measurements can be entered into the Data editor to the right, in the +column 'value'. If everything is OK, press "Keep changes" to save the dataset in the current workspace. Note that you need to save the project file (see above) in order to @@ -178,11 +174,14 @@ write.table(schaefer07_complex_case, sep = ",", dec = ".", This produces a text file with comma separated values in the current working directory of R. -Loading this text file into gmkin using the "Browse" and "Upload" buttons results in -an import configuration area like this, with the uploaded text file displayed to the left, -and the import options to the right. +Loading this text file into gmkin using the "Browse" and "Upload" buttons + +![Screenshot of the browse and upload dialogue](img/upload_dialogue.png) -![upload area](img/uploadarea.png) +results in an an import configuration area showing the top lines of the imported file, and +giving the possibility to chose the import options matching the file format. + +![Screenshot of the import configuration area](img/uploadarea.png) In the import configuration area, the following options can be specified. In the field "Comment lines", the number of lines in the beginning of the file that should be ignored @@ -206,29 +205,28 @@ columns containing the observed variables (default is "name"), the sampling time the relative errors (default is "err") can be adapted. The default settings appearing if the long format is selected are shown below. -![long](img/long.png) +![Screenshot of the default variable names for data in long format](img/long.png) In our example we have data in the wide format, and after adapting the "Separator" to a comma, we can press the button "Import using options specified -below", and the data should be imported. If successful, the data editor should -show the sampling times and the names of the observed variables, as well as the -imported data in a grid for further editing or specifying overrides. - -After editing the title of the dataset and selecting the correct study as -the source of the data, the dataset editor should look like shown below. +below", and the data should be imported. If successful, the dataset editor should +show the sampling times and the names of the observed variables, and the Data editor +should show the imported data in a grid for further editing or specifying +overrides. -![successful upload](img/successfulupload.png) +![Screenshot of a successful upload](img/successfulupload.png) -If everything is OK, press "Keep changes" to save the dataset in the current -workspace. Again, you need to save the project file in order to be able to use -the dataset that you created in a future gmkin session. +After adapting the dataset title and possibly the units, press +"Keep changes" to save the dataset in the current workspace. Again, you need to +save the project file in order to be able to use the dataset that you created +in a future gmkin session. ## Model editor -The following screenshot shows the model editor for the model number 4 in -the list of models that are in the initial workspace. +The following screenshot shows the model editor for the model 'Z.2a.ff' from +the project workspace 'FOCUS_2006_Z' provided with the gmkin package. -![model editor](img/modeleditor.png) +![Screenshot of the model editor](img/modeleditor.png) In the first line the name of the model can be edited. You can also specify "min" or "max" for minimum or maximum use of formation fractions. Maximum use of formation @@ -236,72 +234,47 @@ fractions means that the differential equations in the degradation model are for using formation fractions. When you specify "min", then formation fractions are only used for the parent compound when you use the FOMC, DFOP or the HS model for it. -Pressing "Copy model" keeps the model name, so you should change it for the newly generated copy. Pressing "Add observed variable" adds a line in the array of state variable specifications below. The observed variables to be added are usually transformation products (usually termed metabolites), but can also be the parent compound in a different compartment (e.g. "parent\_sediment"). -Only observed variable names that occur in previously defined datasets can be selected. For any observed -variable other than the first one, only the SFO or the SFORB model can be selected. For each -observed variables, a comma separated list of target variables can be specified. In addition, a pathway -to the sink compartment can be selected. If too many observed variables have been added, complete lines -can be removed from the model definition by pressing the button "Remove observed variable". +Only observed variable names that occur in previously defined datasets or +models can be selected. For any observed variable other than the first one, +only the SFO or the SFORB model can be selected. For each observed variables, a +comma separated list of target variables can be specified. In addition, a +pathway to the sink compartment can be selected. If too many observed variables +have been added, complete lines can be removed from the model definition by +pressing the button "Remove observed variable". If the model definition is supposedly correct, press "Keep changes" to make it possible to select it for fitting in the listing of models to the left. -## Plotting and fitting - -If the dataset(s) to be used in a project are created, and suitable kinetic models have been defined, -kinetic evaluations can be configured by selecting one dataset and one model in the lists to the left, -and the pressing the button "Configure fit for selected dataset and model" below these lists. - -This opens the "Plotting and fitting" tab area to the right, consisting of a graphical window -showing the data points in the selected dataset and the model, evaluated with the initial parameters -defined by calling `mkinfit` without defining starting parameters. The value of the objective function -to be minimized for these default parameters can be seen in the R console, e.g. as - -```{r, eval = FALSE} -Model cost at call 1: 15156.12 -``` +## Configuring the fit -for the example shown below, where the FOCUS example dataset D and the model SFO\_SFO were selected. +If a dataset and a kinetic model are selected, the button "Configure fit" below +in the Explorer window "Configuration" becomes active. Pressing it opens the "Configuration" +area in the center and loads the dataset into the Data editor to the right, for viewing only. -![plotting and fitting](img/plottingnfitting.png) +After pressing the button 'Plot unoptimised', the data and the kinetic model with default +starting parameters are plotted in the 'Plot' area to the right. -### Parameters - -In the right hand area, initially the tab with the parameter list is displayed. While -name and type of the parameters should not be edited, their initial values can be edited -by clicking on a row. Also, it can be specified if the parameters should be fixed -in the optimisation process. - -If the initial values for the parameters were changed, the resulting model solution -can be visually checked by pressing the button "Show initial". This will update the -plot of the model and the data using the specified initial parameter values. - -If a similar model with a partially overlapping model definition has already be fitted, -initial values for parameters with the same name in both models can also be retrieved -from previous fits by selecting the fit and pressing the button "Get initials -from". This facilitates stepwise fitting of more complex degradation pathways. - -After the model has been successfully fitted by pressing the "Run" button, the optimised -parameter values are added to the parameter table. +![Screenshot of the fit configuration area](img/configuration.png) ### Fit options The most important fit options of the `mkinfit` function can be set via the -"Fit option" tab shown below. If the "plot" checkbox is checked, an R graphics device -started via the R console shows the fitting progress, i.e. the change of the model -solution together with the data during the optimisation. - -![fit options](img/fitoptions.png) +controls in the fit configuration area shown above. If the "plot" checkbox is +checked (and on Windows, the R GUI is used for running gmkin), an R graphics +device started via the R console shows the fitting progress, i.e. the change of +the model solution together with the data during the optimisation. The "solution\_type" can either be "auto", which means that the most effective solution method is chosen for the model, in the order of "analytical" (for parent only degradation data), "eigen" (for differential equation models with only linear terms, i.e. without FOMC, DFOP or HS submodels) or "deSolve", which can handle all model definitions generated -by the `mkin` package. +by the `mkin` package. If a compiler (gcc, on Windows install the 'Rtools' software package), +then the "deSolve" solution method is alway chosen when there are more than one +variables in the model. The parameters "atol" and "rtol" are only effective if the solution type is "deSolve". They control the precision of the iterative numerical solution of the differential equation model. @@ -323,10 +296,11 @@ gives lower weight and vice versa. If "none" is chosen, observed values are not weighted. Please refer to the documentation of the `modFit` function from the `FME` package for the meaning of options "std" and "mean". -The options "reweight.method", "reweight.tol" and "reweight.max.iter" enable the use of -iteratively reweighted least squares fitting, if the reweighting method is set to "obs". Please -refer to the `mkinfit` [documentation](http://kinfit.r-forge.r-project.org/mkin_static/mkinfit.html) -for more details. +If the "IRLS" option is set to "obs", then we make use of iteratively +reweighted least squares fitting. Please refer to the `mkinfit` +[documentation](http://kinfit.r-forge.r-project.org/mkin_static/mkinfit.html) +for more details. IRLS fitting can be configured using the options +"reweight.tol" and "reweight.max.iter". The drop down box "method.modFit" makes it possible to choose between the optimisation algorithms "Port" (the default in mkin versions > 0.9-33, a local optimisation @@ -338,12 +312,43 @@ a convergence criterion). Finally, the maximum number of iterations for the optimisation can be adapted using the "maxit.modFit" field. +### Plot options + +In the right part of the fit configuration area, the file format can be chosen, +the legend can be turned off, and the observed variables for which the data and +the model fit should be plotted can be selected as shown below. + +![plot options](img/plotoptions.png) + +On systems running the Windows operating system, the windows metafile (wmf) format +can be additionally chosen. Changing the file format for plotting will also change +the extension of the proposed filename for saving the plot. + +### Parameters + +Below the fit control area, a table with the Starting parameter list is displayed. While +name and type of the parameters should not be edited, their initial values can be edited +by clicking on a row. Also, it can be specified if the parameters should be fixed +in the optimisation process. + +If the initial values for the parameters were changed, the resulting model solution +can be visually checked by pressing the button "Plot unoptimised". This will update the +plot of the model and the data using the specified initial parameter values. + +If a similar model with a partially overlapping model definition has already be fitted, +initial values for parameters with the same name in both models can also be retrieved +from previous fits by selecting the fit and pressing the button "Get starting parameters +from". This facilitates stepwise fitting of more complex degradation pathways. + +After the model has been successfully fitted by pressing the "Run fit" button, the optimised +parameter values are added to the parameter table. + ### Fitting the model In many cases the starting parameters and the fit options do not need to be modified -and the model fitting process can simply be started by pressing the "Run" button. +and the model fitting process can simply be started by pressing the "Run fit" button. In the R console, the progressive reduction in the model cost can be monitored and will -be displayed like this: +be displayed in the following way: ```{r, eval = FALSE} Model cost at call 1 : 15156.12 @@ -362,34 +367,29 @@ Model cost at call 28 : 371.2135 Model cost at call 32 : 371.2134 Model cost at call 36 : 371.2134 Model cost at call 37 : 371.2134 +Optimisation by method Port successfully terminated. ``` -If plotting of the fitting progress was selecte in the "Fit options" tab, a -new separate graphics window should either pop up, or a graphics window previously -started for this purpose will be reused. +If plotting of the fitting progress was selected, a new separate graphics +window should either pop up, or a graphics window previously started for this +purpose will be reused. + +If your screen size allows for it, you can arrange the R plotting window and the +R console in a way that you can see everything at the same time: + +![Screenshot of arrangement of plot window and console](img/arrangement.png) -### Summary +## Results and summary -Once a fit has successfully been performed by pressing the "Run" button, the summary -as displayed below can be accessed via the "Summary" tab. +Once a fit has successfully been completed, the most important results are shown in several +tables in the "Result" area a shown above. The detailed summary can be accessed below +these tables. ![summary](img/summary.png) The complete summary can be saved into a text file by specifying a suitable file name and pressing the button "Save summary". -### Plot options - -In the tab "Plot options", the file format can be chosen, the legend can be -turned off, and the observed variables for which the data and the model fit -should be plotted can be selected as shown below. - -![plot options](img/plotoptions.png) - -On systems running the Windows operating system, the windows metafile (wmf) format -can be additionally chosen. Chaning the file format for plotting will also change -the extension of the proposed filename for saving the plot. - ### Confidence interval plots Whenever a new fit has been configured or a run of a fit has been completed, the plotting diff --git a/vignettes/gmkin_manual.html b/vignettes/gmkin_manual.html index 8ae6ef8..3c4b63e 100644 --- a/vignettes/gmkin_manual.html +++ b/vignettes/gmkin_manual.html @@ -8,7 +8,9 @@ <meta http-equiv="Content-Type" content="text/html; charset=utf-8" /> <meta name="generator" content="pandoc" /> +<meta name="author" content="Johannes Ranke" /> +<meta name="date" content="2015-11-09" /> <title>Manual for gmkin</title> @@ -62,91 +64,84 @@ img { <div id="header"> <h1 class="title">Manual for gmkin</h1> +<h4 class="author"><em>Johannes Ranke</em></h4> +<h4 class="date"><em>2015-11-09</em></h4> </div> <div id="TOC"> <ul> <li><a href="#introduction">Introduction</a></li> <li><a href="#starting-gmkin">Starting gmkin</a></li> +<li><a href="#three-column-layout">Three column layout</a></li> <li><a href="#project-file-management">Project file management</a></li> -<li><a href="#studies">Studies</a></li> -<li><a href="#datasets-and-models">Datasets and Models</a></li> <li><a href="#dataset-editor">Dataset editor</a><ul> <li><a href="#entering-data-directly">Entering data directly</a></li> <li><a href="#importing-data-from-text-files">Importing data from text files</a></li> </ul></li> <li><a href="#model-editor">Model editor</a></li> -<li><a href="#plotting-and-fitting">Plotting and fitting</a><ul> -<li><a href="#parameters">Parameters</a></li> +<li><a href="#configuring-the-fit">Configuring the fit</a><ul> <li><a href="#fit-options">Fit options</a></li> -<li><a href="#fitting-the-model">Fitting the model</a></li> -<li><a href="#summary">Summary</a></li> <li><a href="#plot-options">Plot options</a></li> +<li><a href="#parameters">Parameters</a></li> +<li><a href="#fitting-the-model">Fitting the model</a></li> +</ul></li> +<li><a href="#results-and-summary">Results and summary</a><ul> <li><a href="#confidence-interval-plots">Confidence interval plots</a></li> </ul></li> </ul> </div> -<!-- -%\VignetteEngine{knitr::rmarkdown} -%\VignetteIndexEntry{Manual for gmkin} ---> <div id="introduction" class="section level2"> <h2>Introduction</h2> -<p>The R add-on package gmkin provides a browser based graphical interface for performing kinetic evaluations of degradation data using the mkin package. While the use of gmkin should be largely self-explanatory, this manual may serve as a functionality overview and reference.</p> -<p>For system requirements and installation instructions, please refer to the <a href="http://kinfit.r-forge.r-project.org/gmkin_static">gmkin homepage</a></p> +<p>The R add-on package gmkin provides a browser based graphical interface for performing kinetic evaluations of degradation data using the <a href="http://kinfit.r-forge.r-project.org/mkin_static">mkin package</a>. While the use of gmkin should be largely self-explanatory, this manual may serve as a functionality overview and reference.</p> +<p>For system requirements and installation instructions, please refer to the <a href="http://kinfit.r-forge.r-project.org/gmkin_static">gmkin homepage</a>.</p> </div> <div id="starting-gmkin" class="section level2"> <h2>Starting gmkin</h2> -<p>As gmkin is an R package, you need to start R and load the gmkin package before you can run gmkin. This can be achieved by entering the command</p> +<p>As gmkin is an R package, you need to start R and load the gmkin package before you can run gmkin. The latter can be achieved by entering the command</p> <pre class="r"><code>library(gmkin)</code></pre> <p>into the R console. This will also load the packages that gmkin depends on, most notably gWidgetsWWW2 and mkin. Loading the package only has to be done once after you have started R.</p> -<p>Before you start gmkin, you should make sure that R is using the working directory that you would like to keep your gmkin project file(s) in. If you use the standard R application on windows, you can change the working directory from the File menu.</p> +<p>Before you start gmkin, you should make sure that R is using the working directory that you would like to keep your gmkin project file(s) in. If you use the standard R GUI application on windows, you can change the working directory from the File menu (‘File’ -> ‘Change dir…’).</p> <p>Once you are sure that the working directory is what you want it to be, gmkin can be started by entering the R command</p> <pre class="r"><code>gmkin()</code></pre> <p>This will cause the default browser to start up or, if it is already running, to pop up and open a new tab for displaying the gmkin user interface.</p> -<p>In the R console, you should see some messages, telling you if the local R help server, which also serves the gmkin application, has been started, which port it is using and that it is starting an app called gmkin.</p> -<p>Finally, it should give a message like</p> -<pre class="r"><code>Model cost at call 1: 2388.077</code></pre> -<p>which means that the first kinetic evaluation has been configured for fitting.</p> +<p>In the R console, you should see a message that the httpd help server is started, if it wasn’t already started before.</p> <p>In the browser, you should see something like the screenshot below.</p> -<p><img src="data:image/png;base64,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tORk+a7+I4syzqTnbSLiE3Z9dXE+59TKxVV+anVhRctRQ5e4rEuviMvd8aISN2lqJIM0rks6zRXNu8XMdkzJJovMClKO65RKUdOupfroFJ2XNj3w5iZD1naOrbUl+ed2afsaHXyHhE6eQEXcz/VBemlmclqpcLZe0TolAV8gQkRnd/7bVDU3ZJzB0QObv1+J+poacg8ETfwQtVp1TmnEhoq8q3sXYKiZ3AXvDFWr889s6e+NMfc2i4g8i5Xv1BWr0/6dZ2iren83u+Comd4hURr1arspHhZdZG1g1vw2Jn2br7GI7Q11qQe3ExEaYe2+IZN1Ot1XR1tgWOmn9r+qVbddXrn/4LHznT1C5WWS6ryUxVtMjf/cL+IydyfrzudgDeEe/tvddX2LdaavefH4xT7eLdYKq8c6p6tLWRrI2JZUdi994aJrnNYAwcnlv2zf1ksKlMAAADuQHkp+0bFLjXk/JyZT/6Hy/mJqL2p/uzub1z9w0zMLHaue05WXUREDRX5W//zII8n8AgaXXLxxLZ3HteqVURUlHY8ft1z1vauds7eJ3/5uN8NAvIWafy6VRY2Dv1y/vKclPh1q4Rmltb2rse3rE3dv6m+NIeIyrJTUg9syj6VYGnrTETJOz5P2fW1W0CEg0fA4e9XXzzSPVubfnjr/q9f65S3eIVEFaYe3bnuOcPI5/ZsVHV2eIWMLUo9dnDjm0Sk06q3vfOYrKrYNSBc3lQX9/GzXGG8sT3/ezX/3CGfsAlmFtbb33+mMu8CEamVitQDmw5ufFMgNPUcEZWdtJOrkdaqVdvefrRFWuEVMra64GJh6pGBJ7mppuS395/UaTUufiOLM04c/mE1EZlZiojIys7F1FKkUnb8/PbDrQ01/qOmdrQ1/vCv+1Sdch6PJzS3JCKRo7vQzKK+NDf39B4iUrTKfnrr4S5Fm5t/eG3xpT1fvkosa2XrpNWoLW0cza1tO1oaUg9s4qqvD3//Vvrhre6Bo1i9/pe3H+FO7P6vXys8f9jJJ4RYdtcnq1qklZe7PFSdHck7Pu+9Ws7sLc85Z2JqkXMqgVuvobGqaMu/lzIMzyN4TMmlpG3vPq5Vdyk7Ws/v+57bpSjteOaJ7WWZp7mXKQlfa7r6nPDO9uYf31gkb5b6jBzfUJH/85qH5E31RFSVn3Zuz7fn937nHhhhZmkd/+nfZDXFRCQ5u3//htft3f3t3HxO/vpfjar7AdKFF44k/vxRcfpxr5CxLdLKbe881tneTEQ5yQm7P3/Jys7FO3R8ccbJ39Y+wa16kHHs1+a6Ui7C5O2f5Z875CUeq1Iqtn+wvEvRbmYpYhgSmlmIHNyJ6OiP72QnxTt5BvFNTPd88UpDxZXWqjj64ztZJ3caOnMnKuvkzoMb33TwCHAPHHV29zcnfvmIiFi97uS2/+p12p5zdUxydr+FjX1NUcbPax4xMbN09Q/LP3tw+wdPD6ylzzoRt+d/r9o4unuHxhSmHt3+4TNcqfylxO2JP3/QLqszs+ozI6lVq35559GW+nKvkLHVhRkF5w9x7axe/9vap8qyTvuETehsb97+/tMD7/nf9dnzeWf2eovHadWq+HWritMTicjUUkRE1vYuZhbWOq3ml7cfqS5I9wmb0NEi/fW9J7grzUBgYmpl50RE1g6uppbWVZLUwrRjPD5faG5FRCIHN6GpRV1xVvy65xhiXHzEkrMHTvz80RVO8h2Ez8Ns/1W0VZVR1MLJhvl9r8mTiYjacvYmpDcTEQXEPj7Zqy1n7ynys0tPLzE0VZ1OSG8mStxcQkRkH7VwfphN715E9lELp9KpUzR1fpgNN+ApmjqVTnWP0zNsd39uf0NUAwf3qjqV3txMCZvT+3UFAAAAuJ3pddq2huorTPYSkVLe8shbv/AFQiIqOH+4uuCio2fQmfj14gnzxi9YQUTBY2dteGmG5Oz+8GmLUhK+HnfvU9FzHiMiWxfvSsl5wziqTnn8ulVhUxaMmflQv0NkJm4fETNrwoJnicjZZ8SWN5dw7XwTk5b6imf+e4ArAHb2CQmMiuVmmFm9Lv3Q1qjZjxIRj2/i5BU8adFzROTiO3Lzm4sbKiTOPmIi8g2bMHbek0TE8HjHt64looqcs1qteuoDLzM8HsWQT9gEnUZtPKnIsnr/UVN9wyfauXgTN1mdnOA9chx3BoKjZ4ycNJ+IuhRtOacSiKgk46RWo5q7/F2+wCQoesb2D57RalT9PmDumb2ewVFj5z1BRMFjZ1bknNXrdeIJ85J3fB4yfo6ts1dHa2P07MdG3/0AXyAMHDO9LPN0/vlDo6YvCYy8K/3Q1oi7/sIwPKJkbrT88wft3Xxj5i8nohExs8uzU7QalXjCvEPf/TtgzF0eQZF1xVlcz9aG6rwze59Yu4ubejUxM2+ur7Cyd6nIPff0R3ttnDyJyCtkLI/Hv9y3HzJ+TtJvnzRWFXJlAvnnDkXctdi4Q8qu9SHj50xYuJKIRsTM2vDi3Xln9vmGTUzc+oGqU25qYV0luRA6aX5VfmrEXX+Rt0hbG6p8wsYbj5B68EcHd3+uln5EzOyt/1l68cjP05a9yuebdDRLl725hZvozj9/uKYww9EjMDNxx+gZD0Te/SARObj7F6Ud58bhCQQ6rXrOM+8Qw4TEzNnw4oyC84cjZy5L2fV1zH3Luf4+I2O+eXlWWWay/+hphgD4AqFer53zzNtEFBQ9Iy9lX0Nlvrd4nI2Tp7m1XdjUhRpVZ2Hq0Yf+85OLr5iIvMTRfL7J5c6YVt1VmHp02ZtbXP1CezoLiMja3nXO8re5MgcrO+ddnz5/17J/+Efepf/x7Yrc834Rk7jTK55wD8PwTsf9b1Ts0nH3PElEQVEzNrx4d1HasRHjZvcehmXP7Ppq0v3PjYpdSkReIdEbX55dkXvOJ2wCXyC0snWas/zdfoGVXDqpUSnnrniXLxAGRc/Y8eFydVcnEeWfPyRvrn/g9R/4AmHw2JkaVefZhA1LXvvWsGNF7rnqgvRnPztmam4VPG4Ww+OdiV8fGBUbEjP7bMKGkZPmW9o4ZJ2MU6s673nuQx6PHzx2plLeem7Ptwtf6v3ByNLWMXjszPN7vwubvMDUwrrwwlEiEgjNAsdMTzu4OeKuv/D4gmOb3/UNnxQ151EiChwTW12QTizbr1zoTsQM5QF+UumwXUbi6uQFmZXMyC6ptMu4tTY1LoWZuHiOO8kLju3ZZ7k4RN5emV3uuXjOHKLa1LhTp1zvHhE0ya/iPMXcPcJaXnDsfHOjNCO5Zy/iWhqpvZ0aubHlze3t1NhIveNIM/bF1XgunjOOiOQFx/adMrt7hHV3AMIBgzs5if0EXAv1D/dPxdTU9FaHAAAAANeAZfUsyzJXXGfawd2fy3iJyNzaVt2lIKKGynyB0PTC/k1cu5Wtk7RcMnKSpqmmxNk7hGsMiJwWENmdXGk1qoTPX3LxCeHyw36a6ypGxXan+o4egcZrCrj4jTTc9BsUfXdZZnLKrq9UnfLWhqoWaYWhm1tgRHe0HgF8gUmrtIpL+7l/EpG5la1aqSAiV/8wgYnpz28/Ejx2pl/EZM8RUf2CYRhe6KT5xRdP5CbvVnd11vddb9zZp/vTmVpYd3W2E1FzXZmdmy9XX01EbgHhVflp/cb0HzU14+gvCZ+94D96qt+oKX4Rk/t1sLJ1Ch43M+tkvLypTqtRdbY1tdZfdgbeJ2xCyq4NOz5aERg53W/UFK70fdAF/Boq8wUmQkO59cT7nyMiYlm3wIgdHz0bEjPHL2KSe+BohnfZC8BC5OATOr7g/GEnr+DGqsIWaWXIhLl9DlGe7+If2vdKyIuYvtjWxaum8KJP2MS60uy7H3/j17VPElFV3gU3/3Azyz6TZI0VBXq93jCCqYW1tCKP23bwCDAUt5tZilSdciJqrisfPeMBrtHRM0ggNDMM5eYfwWWJDI/n5BXc2lDZ1dHW0dLgHjDKMLiNk0dTbalx2k9Ehjp8vkAoMDHlDmRgYmrhEzZ+9+cvhoyf6xs+yTMk6go/lAiEZr5hE/d88fKI8XP8wicbOvuFT6yUXDi3e6NS0drZ3qxSdijbm60dXIOjZxZcOOwXMUnR1lSVnxr7yL+IqKEi39repfes2jlJyyXGaX9Hm0wpb3EL6L7sza1sre1dmmpLfcImEJFb4KiBgTXXldu7+hr+LLv6h1fmneeOZWJqnn64u3ZGp9VI+9YyNFRITM2tMhN3cC9Vivam2lKtRt23T76J0Czt4BbuJUvslQsiBhUQedfuL17WqJX+EVMMF/YwwOrwAL+rshVZ92uRy9tsw0PciYis3b1sK2pqiainhaxFtjQYo72ueLiePnJ5G1WkxMXFxcXFHc5ubW2XX2VPAAAAgDsPXyAUObpztdOXwxMMMrGpUrQzDE+nUXH/GzFutvfIcTqtmoj4g92EXHzxhFrZUVWQ3qVoH/iuVqU0nm8XWlgZtgUmvUndrk//dm7vt9b2rt4jY/rdXG1q3vvfjHwTobZnefzedcJ6pgwtRA6Pv7czfOrC2qJL29599Le1T/XL8boU7T+veSj//EF7Nz/fsPH9blE2ZE1MzySkStkhEPR+ZIHJILMgniPGPPl+gltAeF7K/u/+Pu/Y5vf6dZCWSza/sbi5rszFb6Rv+ERzkf3AQQwcPQKf+mC3X/ikkoyTP/7fwn3r/3G51dR1GhVfMODrYJgH/vX9lMUvtDfV7f7ilR/+tcDwsIBBiSfcw925kH/uoP/oqf3uB+nqbOcZXQnBY2dyqz/4hU+qyk+vK8ly9AyycfI0sxA115ZV5nVPa/cfgc83jOAVMnZEzBzurUGvJbWyw7jd+ISbGl05fBOhTqtRKTuIyMTM3Ki/cOBtHfzBLnJj97/05fRHXuuUtxz45v+++/s8aXneFTovfPHz2Ef+pZS3Hvjm9e/+Pq++LJeIjm1de2TT26aWIq8R0V4h0YbO4gnzSi6e0Gk1BRcOu/qG2rv56rQajVpp/Odr5MR7PYIi+54EBRGZmFkYnwfD5xr0IlQrFX3Om7C7j6pTzhOYGI5l7+obNftR46X1VZ1yHr+3g5Wd84QFz+p1fZ5A0dUpN/4SnTyDuDKEa+IXMfnxd+McPQOzknZ++8rsU799eq0j3J50Q5ntZ+78qobfTySyacur6wjpk/ozDMNw/zDaHqSl70ZHWxtj07cPDdirb4tdxJzeGf6+LneUP/W3BQAAAHekwDHTs07siJ7zqGFNPiJKPfCjok1217K/X24vkaO7W2BE1KxH+rWbWYraZXU0goios72psbKQSwL9IyYvePGzuI9XHv5+9YIX+v/XvIWNveEJ6lq1qr2xZuARW+orKvMuPPXhXltnTyJqb+rzqHZFWyO3oVEp1UqFRd+1A/oxNbcaFbt0VOxSZUfrz289lJeyn6sA51RKLijam55Yu4ubAy/JSLrCUERkIbJXJMQwKgAAIABJREFUtMkML1sbBn+avcjRPWb+8pj5yxsqJD+teTjirr9YGOX2kpR97oGjDIvGXzXhsbR1jJ77ePTcx9saqze/ubgi59ygqwmKHNxUXQqu2J6IGquKWL3O2SeExxeMiJk9Ima2TqvZ9enzFw5s4krcBxUUFXts83vSckn++UOxD7828HO5BoRzt3UY8w2fdHrn/wRCM2/xWCLyDImuKkirlKRGznx44AjmVraDloEMykJk39nWxG2rOuVdijbDW4rW3i9C0SZz9gmxtndhGF67rK57mTqWlTdLudv1rwnD4wVFzQiKmsHq9fu+/ufZ3RsXvnjZxzQyPF5gVGxgVCyr1+//+rVzuzfO/9vHucm7F7zwGTeDXZ6TYujsFRItNLeqyD1bcO7QyMnziYgvMLGycfQKiQ6buvByhxA5uBKRvKmOuxWFZfXyFqnI0e0KH8FCZKfoOW9E1NbzkE6Rg5usuugK51/k6M4wzMAOCmo0isdNKW8Z+pd4OXauPhMX/nXiwr9W5aft+HD5qNilNk4ef3DMW28oS/r9ubmLwyn78IXante1Fy7UWluLWrMltURE8tqqVm/PIf2pdff0bq2q7Tdl39rGNchrq1r79Tc6ylD1jAYAAABwB4m592ki+u39p2uLM/U6rUrZcW7Ptym7vvYeOe4Ke4kn3puVuKOzvYmI2pvqfl7zUG3RJSIKGT83M3G7RqXUadWJP3+UHPcFV3QtNLdiGN7cFe/VFmdePPpLv9F8QicUXDisUnYQy6YkfD3IBDWRhY2DwETYLqsloua6csnZ/TqdVqvuvrkyL2U/t7Rb3pm9JqYWHsGRA0fgZBzdtvO/f+VKlE2E5nwT035rpIsc3LRqlaK9iYgq8y5USlL7lQP04y0e11xXzn38lvrysuzTA/sc3PhG8o7PuZXkTC1EDDECE1MTU3NiGC6DtXZ062hp4CbtUw9sUisVXZ1yIuIeSdDZ3mI8WtK2dUd+WMN1FppZ8vgCgYmQYRgTU/POtmbjnu6Bo0UObmmHthCRoq0pft1fSy4lVUlSN7/xFy5D5vMFpuZW3ORwTeHFc3u+pQEEQrOgqOnn9nyjVasG3p4wcuI9WSd2cPmkvLn+5zUP1xReJCLPEVEt9RWll056j4whIi/x2NzTe/Q6nUvPXRK9I0y4p/DCEa7iQKXsiPv4WcnZKz190Es8Lu/sfu4bTDu0xfjBb+U5KW2N1UTUWFnQWFnoFz6JxxcERc/ITPxNp9UQkeTcQY2qy3/0lCuMbyA0t+SucGm55IfX7uNGZng8U3Nr7pqRluedjvuy314NFfl9OltYC0yEfL6JpY0jd/Uq2pouHfuViLivmBgmZPzcrJPxjVUFhjJ+8cR7M479wpXGtNRXbF39YGNlgfFRBEKzgMhpGcd+5ZYDzD29h1jWL7z/t9PvvLXUl9cUZXBjlmWd4dpHjJ/TUJFfmplMRDqt5simNWfivzLeMXBMrLKjNff0biLS63Wnfvv02Jb3iMik++JsIiLxhHk1BRerJKlEpNWoD3zz+oX9PwzpJJtZEBH3xy3hsxfP7/2OKzTg7gQZtNzjzoPZ/qsShcycwxw7FBfX/dpn0hLG3WNORE+Tz6QlHoy84Oqz/YxHzKSaHYfjuu/NsotgRCPG9wxj5+Nj1zvhz51xj5jeoxD1m/kfeBRRSKjPjjNxlVcoEQAAAAC4DZlZ2Tz2zo6T29bt+fKVLkU7q9e7+oXe/8qX3uIrpf1Rsx/taGn48fVFQnOrzv9v787DpKjuvYF/z6meYZ0JoCKyzbDNoHgNOJE3EVARBBThRtxFjLigkHtHk/d9BE3Uyc1V0OTmgnklF5cgGm/iRhaj7ERR7/O8yeVONuKwzQyKiUoEGbZZus55/zjnVFd3V/f0OMPAjN/PU4823VWnTp3zq7NUddfU7f/ixKvNr+vHX/nP655+cMU3LoHGF07rf9mdS8Jb9ex12rTbvvurH35zwIjR4W/pn3fZzX/fu/PJb07r2qPw3Kk39jp9cPpzvLp06/nlf7zz9RX3xfK79Ozdd9pt333le3c+c9+sm/71JQClY6f87KG58aaGY4c+nXb7v2T5u18jv3Jp9R+2PL5gQuGp/Y/WfTL0ixOCP59m9Bsy6qzzL3/221fnde12xtB/mD5/yUuPzHvpkdsvu2NxZIL9hp593mU3v/ToHQV9+hb06Vc25cbdlW+kFdeNr6+47/ebXizo0/do3YFxV/5Tn/5DAIw49+KXv3fH2Rdc8eWZ82r+8PaKuy/xYnnnXHjl+KvK1/+4omevU8+ftaBv0Zk/XjjjyzPnBb8nP+fiq1//j0X/d/64wlPOOHLwk3MuvHLQmecBOOv8y19fce+w300sc3fUhZQz/+nf1jzxrT/85qXGY0dGfGnSeZfNlVKeMfycp++Z3qNX38b6I6f0H2J+T/636j9Xbvzpl2fenn6MZ55/+Svfn3/uJTek/3H1c6fMPrT/41XfmtWle8GRg5+cc9GV/YePBhDL7zJgxOi9O7aa358PKi379fJ7zjr/8vSaHV528Sd/q/nZw3O7dC84fODj4WUTg78XGGncrAW/fOwbK+6a1L2wzzkTr+rVd2DwjfSzxl2+4Zl/PXLw74c++XDs5bf0HzEawMTZC9f/+MGn/s+lXXoUxhvqL1/waPfCnP7OfMmXLvn18nt+VH7xzQ+vHvrFCau+fXX3wj7xxobCU88wwbDv/R3/vWbV+Kv+ObxV38GlQ0dfYFb2mxoK+vS77M4lEOL8WV//r9WP//b1lXldul12x+IjBz955fvzr174xCn9h551/vRV376q5LxLzB93APDlmbcdrdv/44Uz8rv2OHb44LlTZptHKoZNmnPfuqcffPL/XNqle4Hf1Hj517+X8uj+FP2GjDrvsrkvP3pnQZ++PXuffu7UG3dt3QSg9+mDL7vj4U2rHtos5dFD+/sNGfXlmfPCG3Yv7DPjn76/6dnF//Xz/6g/UtfnjGLz3ZCevU4rOvsrP/3Xm0ZPuu6Ca+6ecsuDrz9xnxfLP3rw7/1HjBk1bmZ0PpKdOmB4vyGjnrn3iv8147bzpt+87qkHfrfmmR5fOK3+8KcX37gw/JiPjktoCK31hj/uQyj4tUbtPvtAjmkjGpqamqK3ps/sr799ae/Aq8e2+Ls91Ky8vLzTTz993759sVgsPz9fhh4PI4TQWocvY5mrJvX19T//o5pydmE4nfV/rgMw5R8Sbxb37Qx/tJOIiDq32o8TPxhe/6c6ACdPBzdn8fq+Z/RtdrX6wwfzunaLvNkeSWt17NCn3Qp6pTwU0I83NTUcC+YwuYg3NUopzazyyf996QXX3p303HJHKb/h6CH783Kt4/GmWF7+D+8cN33+4qFfvKD+yMGu3QtzefR3U8OxhmOHu/X8QqaDjTfWK983fz9PKR9ap894w/x4k9/UaNbPpOHooXhTY/eC3uFH6B07/GnX7oXmnYZjh71YvrmT7McbpRczBXvs0IFuPXulHFfjsSNNDce6FfYOP16u/sjB/G490x84F045yPCxw5926dYzcYlE6xcfuf2aRU9lOYRMMkVCixyt29+1R2H2cg7UH6nr0q1nuCRX/+Drpw0qnXB1eWP9kVhel5R0/HhjU8OxlKcJNiveWK+Ub75zofz4sUOf5nXtZv5pvLjk1msWPZ2+YeTK0PrY4U+Dqow3NgQ/sI+klTp2uJlSjTc1xhvrcz/XlB+PNzZEBmr9kYOxvK5ZstRw9JD0YinX1I4d/rRrj8Igh/WHD8a6dIu18C59OMLrjxxUfrxbQe9MR330wIEffSPbhaHjLb2pN4pPkwIIT+0find989zCxT/h3f529NffvvSOfdpr0firB7BYiYiIiFJkv1uYTgjZPerhc14sr9lnpIX96c3VW1749yu+8cPTBpdse/tX9Ufqws88C5PSSzxSToiU2UXuk7q8Lt2yfCMAQPj58Fke2x7I5ZC7dC9In1GFn5DXpVvoiXSh6xHdoh5VkN+tR/rkLVMJhFMOMpxyK/Vvu/+U/h3+HGWKhBZpUQpZJrpJM23Hi+Xnfj0rkBQGXqxHr1PDn37y1+oBJedGbpi+MgAIEa7K7HN+AEI2X6qxvPwWzbGlF8vvFj0Jbfb0MU+ISJHyiMeWtiE2kVCxtPTSzMlPIYdpP7WV/mOvvjrbV9WIiIiI6MQ4+4KvHj7w8boff6ex/nDv04uu+MZjOX4N2+jSvWeOt4gpizOGnxP8HcSOKL9L95beZG6lU/oPHTfr6+25R+qI/Djv9lMnwlglIiKiz0YI+ZWv3vmZHwM+7wfr2jY/1BFd/vXvnegsEEXwmn2Sf8qvo4lOZkKI/PxO8bBNIiIiIiKittC1S3N3+08//fQDBw4cOXJEu6dTEp2chBA9evTo3bt3Y2Pjic4LERERERHRScFr9g/4Pbn5YwAA76BSh9AEfPy18b2aX5GIiIiIiOhzoL4xh9/23zCuBY8zITqx/vOdT050FoiIiIiIiE4WTSqHaf8H+/mVaSIiIiIiIqKOx5M5TPv5m34iIiIiIiKijijm5TDtV5z3ExEREREREXVMOdzt5zP8iYiIiIiIiDogkdu0vx1yQkRERERERERtLOYJTvuJiIiIiIiIOidf85F+RERERERERJ1UPK5Pst/2V2760rJdOH/Kf88b0n47JSIiIiIiIuqMtGjNb/s//J9b7vvdn4JPRZ9vPnz19f1amaNgpzUP37L+5xi+9MeTxrUuSSIiIiIiIqLPJ61a8wf8NDSAwee9UnHuwA//59Zv/e4H920a+HTrZuluX0rbl0pDtSZBIiIiIiIios8rL5cn+Vd/1BD9wd/j9QCa4u991NAoevYFAP+jjxqqAfzlzeufq7GrnTHm38u/2A/4/YvPPFJp3xs+9avf7fuH65+rwZiJP72myHx08Zybb4cPAMeaVv/wN7/QAHZ985ZdEEMWPnwhUja/qNdnPmwiIiIiIiKiz4N8L4dpf072ffoegNHFowHs+8P9P6mxM/O/vHn9c5WPv1H0dbz5SGXydP0v2dIbfc3Ei3//m80YsvDhC0cDH77xy29UcrZPRERERERE1AL5+TlM+wu7yugPusgYgL9VfuPeSgD40qTXZhcB+GBH7S4NrPvF9evsirs+OdSjHwDsWveL69dh5OWz/m1SL+QLAPBkYVfZzQOAvHxZiOBN5AGA6NZVFgKH8tI2J4qy/8iJzgEREREREdFJQ+XySD8hMn0AABhQ9tTX8P3FW6v+e9MPR99SfjakAICRM2b9IGlyXvR6vzcue6oaQNWvV0//cNLroxPpi+QX6W8OnHxF6uY3FrXoUImIiIiIiIg+b+obcpj2S5lh3m/n5ZD9Ri+97cC0J6vXPv3zovtmXdGvN3Cg6te/33rJxPPC658zce1jE/HR7+9+eGuVsFcH8OGnH8pi6ab40qUs3TcMpHRvpmyeKVdEREREREREBABQfuvv9psb8udM/O551ff/7sCKh1fjW7PWfbv3XQ9tvb+82qwwcuaVC7F57q8O2A0Glq28qVig1x0Dq1fs3XpL+dZEOomdFl87o/faX1XfX14NMfSOGQdWpG5ORERERB3GsfqmT/YfPNG5ICJqrZjvn+gstJCC0Fpv+OM+hKbRWqN2X+Kv5pX063ICckb0mez4sOFr43vt27cvFovl5+dLmXgyhRBCay1C17GEEEKI+vr6n/9RTTm7MJzO+j/XAZjyD4k3i/t2O/7ZJyIiapXaj48Fr9f/qQ7AydPBvbtn/6eH69tnX0REx88Zp/Qs7lfY/HrHTXpTbxSfJgUQnto/FO/65rmFDz+X091+3lknIiIiolY5s6jPic4CEdHnUU6P9OOP6ImIiIiIiIg6olhuT/LnvJ+IiIiIiIio45G8209ERERERETUWcXjOf0Bv3bICRERERERERG1MaX4JX8iIiIiIiKiTopf8iciIiIiIiLqtLSXw7S/svZoO2SFiIiIiIiIiNpYLl/ynzfp9HbICVGbeGLTRyc6C0RERERERCcNDT6vj4iIiIiIiKhz0pz2ExEREREREXVWnPYTERERERERdWac9hMRERERERF1TlJy2k9ERERERETUScVinPYTERERERERdVJScNpPRERERERE1EnFfU77iYiIiIiIiDopPsmfiIiIiIiIqNMSfJI/ERERERERUWfF3/YTERERERERdVq+RuxE54Ho+PI8z/O89PeVUkqp9s8PERERERFRu5HgtJ86O8/zxo0bd+TIEfP61FNPPeuss0pKSubPn89pPxERERERdW6C037q9Hzff+edd26++ebu3bv379//7LPP7t+//9ixYznnJyIiIiKiTi/OJ/lTp+f7vu/7zzzzTN++fUePHl1aWmrm/L7vn+isERERERERHWec9lNnJULMz/grKio8zzvzzDM55yciIiIios8JfsmfOi3P88yc3/xTKSWEuOyyy8wlAPN+eAUiIiIiIqJOSHDaT52U53lSyvCsPnh0f/Bmi+b8tR8fa9scEhERnQzYwRERdXKCX/KnTiplzg83yQ9/+T97CjEpGuL6OGaRiIjouGlo0jEvuqdjB0dE1DlkaepTcNpPnZOZ9uciUwqnFcb+ur+xPfNMRETUVv56oPG0gugvdbKDIyLqHLI09WEql9/279+/vy2yRNSupIy4pNWib/V/ZUTBrysPABjYJz8vxkcAEBFRx9AU13v3N+75pHHGuX1e+e0n6SuwgyMi6uiaberDYrn8tr9Pnz5tlDeidvCR+d/Ro0dbmdCphXlf/VKft7fXbdl+2Ff8MiQREXUMMU+cVhCbWdanT8/oYR47OCKijq7Zpj6sRyyHaf8Tmz5qi4wRtZNVb38K5AGqlekw8omIqCOK+/pvnza9/P8y3vxhB0dE1NE129Qn8fkkfyIAwPo/153oLBAREbU9dnBERJ9zDU18pB8RERERERFRZyUz3+2/5Oye7ZkTIiIiIiIiIvoMNvz5cKaPYvm8209ERERERETUScm8zHf7+VxXIiIiIiIiog5NI8sj/TjvJyIiIiIiIurImuK8209ERERERETUefG3/URERERERESdU16WJ/lrzfv9RERERERERB2ZzHy3X5/wpWb5NTOX12b6ZzvvveMt1c/MLBhxz4YTnY2WFPLm8hH9Jz1T06ZptnK19i/V1gReOwRt+58XWfaYPTNtEk4nSUF1+Obo+B9F9sRPqrg92ZYWZbUDHRcXLly4cOHyOVuy0DrLl/yDBGqWX9u/oMQu5VvaM+NZ/tnSpWb5tTOW70kc0aRVNeajDff3L98S/vQz7C5985butKWfJtfLtU9Up+x6zxO3PzRy9Y75O0N1V1CSSCRL/qtXzSgo6V9QYt7JupeoCMmwi1yqeOJjO54b9VB5VEl+5rDJcbVMNZhTqZZvMSVwz4ZgzS33FJTMWL4nqWRyK5ws+W+2Ltrhcl2Ou8itPFu7x+yZaX04NXsO5p7tVhYIWpFI6+silxQ2lSfiPHQihJc9G17ByKp7wkm1XZzs2fAKLp9WlCnBdr+SbQ82dPrfv6m985BjIduiyzG1tg1sLly4cOHChUsbLlmo3O72o+yR9R8c2v7Boe3P4bZ2vNLflhP/4hElW6tMzms3vIIy7DLzptqdO8pGDi5e8LNfLRjcit1Fr9zMTlvxKaCrq0qeO7T9g0PbP1hdUnH7M7XhXW94qgL3zb8kqe4+OLT9g003FTeb/6E3/erQ9nceGQNobLh/3CuXvuP2smt3xsMP9vLOla+PK3/zM5fbxXffh4VPbW7LsMlptagASFsylepjEwCUzb323SW2FmqXP/7u2DEpJZO1/HPIf051cbJM/HMqzzbYYzOZaWU4NXsO5p7tVhcIWpFIa6Oiuf3WPjmpZA6edHH+JF6NbAFqd+HSqSPbslVPSfySoVmy2s4Tf3uwiYbxkR1zCu5vXcv2mZfsx26L7rOl1qZnOhcuXLhw4cKlNUs2oqWP9Lt4xrVbq/YAqF1+3YCC0gEFpQPKt5h/zlzu3i/fAgDVq2a6j+yak1bV2jVXLQxtGP40/M64hZWpu696emZ45epVMwse2Gw+2vBAkAKS0xlQUDpz+R5cMvnGbTW1ALBn16gFd4/asbsaAKqrMGNaUVL+k/eemk56nqtXlS+s3LpwyoCC656s3vPkpFx32qpPgYsf+5eLTRaHDStLLqfNr75QduVFxZFVuOGBAQXXPVntDm3Sqtqk/KetP2qITeeSf3nkksgUkxSPKImoAhMSUe/YDJe7whx60Yyx9kidRJGmhlBB6QAXAJnCpnb5dTPLH5hp1qxeNTO0SXjXm5dfN3P5nsiUE2tmKVUAIyfPwJoN1QC2/GhhyYwrmy+rlHxmDLwgsNPqIrI8E+cggA0PZDrRnONSvLUZyjO0fpB4agZstt06G9y+EkGSVnQZqzginFqiuXMwqhlMNG7hbGcJsPQWJnxo4WJPLdVMNRsqvc3JZ3e2DGduTl3zmNy4BarfeBX3vfPYBe7fFzzy2AUImpdgtQ0bfzJqyNDogk5NOWuvEZWNDRt/MmpIdXlUCom6eGNh1sCLDtcs9WWPLmN+wgdbvOBn7zyyY2mmvIWq7EnXGSXVeIYIz1hQwTpZuqdQVovT4rANW04iIiI60bJ9yV+HBP+qfXLJC2Wlg/W6B8YtLHmurmpv3bqKbbffs04XDSvZWlWrde2GV0pmY+NmrfXO3TBrVs3fW1e1t67q7Vlryh+v1RpbF+6eWle1d9mEiE8TKVe9vWRMUi40tm4btszsFA+XP16rh9x099wX1q7TWuvNr74w+56bioJ1I9IZPBxrNuzSeleNLh08cXrJq2tqtX5z7cqSYUPcMaZvFflOSp6H3LRsyZiyJev21v108pqFFaOe2FtXtbfuiZFVtc3ttDWfJtSsWYNZFyaOXdfu3jZmxpTBttAWTkkM5h6v1ZO/8/YSVCx9U+9aVf7KpW9vvKkolP/bEikDWuvJk2avvH1AQek963RWiXjZ/OoLZaWDk6vABknEOxrQuubx6+bgib0bTfUNHjaqcufOcOKDb9tYZQr8uVEPL1+nEyFUV/Xc3BeW5hY2z819Yc7tWBZskrzrIfYQ0lLOoVQHlL+pNaAH33ZPScXSN2seX/7uklsmJxJMLv9IuYRZel1kKM+i+fNnr9y42VXH7OlRJ1q7FG9UeQZncdVzc1+YU/5mRAZ2rZo5C2Z3e+u+MzkiSFICL1MeIsOpRbKeg1Hln2jccgywLGUb8VFyIpFNaHLpTQyf3TuzZjhLc2qPJaVxs2rWrNk6qji5XtxWoY7EhqJGSvxEpJy114jMhkl84rL0djvtSBPhkUPkR9ZXct6y5CflYG0vmZ63qIAPl0/GCM9SUME62bqnUFajgq2NWk4iIiJqH1mm/X6WL/kn2bpo6sDCkQMLp746a90vFxTV7tpRtuSWiQBQNHnWmOdf24Ipk2Zvq63Fnp2jJs0v3bF2PWp37Rg5vKh21w6snDewcOTAwpHjF1Vu3b4HgNsW6Z+GUo5QNuvCYrdTk9TE6dc+/9oWYMvalddOm5JYMyqdosmzsHM3atetwfAiDBuG7Xuwu7Zq7qSJmbeKfCf9iALFw0uwct7Au7YAFzyy7ILmdtqaT531D45ffemyBUWZ6q5sybq9dkBZ9csFRQCKFyyp2DZv4Jg1M1bcVJxpM+uCR+qq9tZVTXtt5MDCkQvXZ1zPRcjIpaXrzF7SgyQibICti6aO3z5/77LgViGGlI6p2pVyz/N6k/iclTAfBZUypHQMoqs7VAKzLiwGhpSOCV4EeU7ZdXrKmYRLNZHClEmzV84bv6jk7lB1pJd/utzCLLUuIssTAHDBtLkvrF0PYMvabffNn9JM0B6n4s1Unu4sxsTp12JbbW1aBmrXrUHy7iJrKsc8pIXTnqcmjxxYOHJg4fVP7c70Olg52zkYWf7hgsolwLKUbZaPsjWhaaUXlWB0hjM1p0Za4xbKT2lEYBcv+OnejUELE51mZMrZe42obGRp/yOONAiPZiM//Z30vOWSn7CIhjFzlQUiIzx7QaW3YFmyGhlsx6PlJCIiohMiy5f8k34nULZk3d66d/fWvftL+yu+8DpG0Qjsqlm/saq0qHjqtKrXttRsHzFtStK2e+ve3btsQsq22T9NzknUR1MmzV658TfrNz4/d9LEUJ5rtlemr1w8fMTzQcaGXTgDNbW7d6G0KO23EImtotJJz3M4PxV7697dO33jwMKRA+/a0txOW/UpoLH+gYGPDn1745ziiN91RJahWQYPG5WlbCPembjs3b0vX/P8a1sy/ZLElMnbS8zlmEzZiHinbMkTFdvmLVyfVHcjhyd+LFq7/Prxq6e9XfeuST9TOpkPOfhnyouUXeeeTpbimjB/yRjYUExPMMsSWTLpYZZSFxnLYWL5vVWvbcH6jVWzLiyOPtGOe/HmkJQGdE0zGTCZTw2SDGmmv0gNJ2DwbRtNOfznbcMyvU7sIodGI2NB5RJgkS1Vc2dQyl6yNKGZ6ihDdWRoTu1aaY1bUERbV79Rmz3Cd9dUjR06JNMxpqac9aDSs5FIPEvEpr7zWSM/LW/Z8pN0sLW7doSuj2Q5KbKskPIixw7Uvcic1cieLvNOW9RycuHChQsXLlzaZ8km22/7U9II/7No+Iiti57eDGi8t3F15ezpEzQGT5qFpY/unDF1sB520QxsXIthxUlrRqSW/mnR8BFbV79R41LOkI1gp9CYcOeSnXOu2llRPiG85kXTr3HphDacMnn2th8t3TasGNAYPBRr7zIZduuk7z09ncgj0sDW7ea59w8+tRt6ynfer7y3bFtNTXM7bc2nNctvGPjosLc23lSUmpnBQ0dVvrruvci604Be/+AcPPH+yyMq7ni2Jjn/wVK9vRJAzfIbFq6379Ts2llWWqQBvfvZfyy84andEVVTtOA/n8VDzljiAAARIUlEQVS8gXe9FRkkUWEDoOjWjU/gqiDB93ZvGzNiWFLiZbMuKkoOCSTvOrewSX2RsuvIlHMv1aAE3l82IXkvaeWfVoDp+U8Ps/S6yFCe0IAedtGMbRsXvmajJVPQHufijS7P4J3Nr71YNuui4rQMFE2dhuTcptRUzfIbTIylp5n2IiKcWrZkPgezlX/OARbdUmWIivREIprQtNLT7uxuNsOZmlOzWkTjZovo1gosHu9qROOthXe9Zatpsm1hatatxayLipIOymZj5PDBKSnrrL1GejaCxJMitpmqySnyo8+F1BMzW34Sm69/cPyiEXctGBzRMKZVmWuNIzKGrJmJPASduXsKshoZh5lP7Ra1nFy4cOHChQuXdlqy0Ihl/ij1n6F3plS8tWT2hMIzAWDuivenaADFw7EV05YO08CgoXjx1dK1xdBJawJlS9YuDaeW9ukvFlQ8+9pZEwoXA2Nmzx2Tst+ti6YOWuTWnGLfL546rWw1Jg1LzvCUIB2zvkln8AhUVs1aXAwNYEgptq4ccVdiQx3ayu09PZ2IPA8uXnDn7MJ5g1aOqVgyomLMmRUAMKai8vni5nf6mT99b9PqSvy20uVtTEXl87cOs5tNnH7NTY++UbtgTrjQAGDsvW/ds3vCVXi2bjww/tnXzppwV/H7yyYk5X/Ri3bNZYOKd0+rGnPmoGDbjYMAjd27t441FR0RIROXra2YPG3Q5Hvf2pgeJKnv1O4yG45f8vLGQWNuQOXzt+KNV38bLgEUL7hzZKE5hCAkkBwYURWXFMA6bavgv3bXO+cCpVEph9IJl2rUyRX5Tlr5b5xTnF6AUYGXGmZT0+siU3lqYNCkWTsrtt/5/rBMJ9rgdine9PIMFcjcFe8vGASkZWDYnKWJ3F5TsSSpplD5/KTofUW92J0aTi2X+RxMawZD5R8cb3MBFt1SwaSfVuxpxxtRs0ml92xdxcTg7K58vrkMZ2hOAUAXD0da42YMunXjWkyeNqjQ/nv2y39JLoT3Nq3GjBWDbGDvmh06XtuSJ6U8DFl6jbRs7Hk6SDxUqs1WTU6RH1VfqQWeNT+JaB9771t1c1L7RNswplTZ4gpbmJEZC73I3r2615m7p1BWI+Iww07tf1vQchIREdFJQGitN/xxH0TiLa1Ru09NKO1+4nLVEr+566xlpYlpTOQK66b/ZUmGX1q2aEdtkk67eO/pydN23nNccntcy6HZ2jyh2qZUO1QgtbHa5bPvxuJ2q9+TO5xSnQyBcXxK7K1FhZum1lVk//l6myR+EtT4cT3YthWd1ZMhDomIiKjl3tp+tPg0KYDw1P6heNc3zy38wYtZ7vZnfRjgyeOtdSuvLj84KC27b937hTufNy9v/o/3LvnMh9NW6bSzQbesWHTFmLMWvbxtcQ5/da8l3qvedvWUpcelHH5z16iv/WXRlqXptXmSaJNSPY4FePLTwaPJj7+TPpyMk6qFydScts6Gjc/fPGnxcTqyIPENFYOvegljT3SNH9eDbVtJWT2p4pCIiIjalhSZ7/aPK+l24jJGRERERERERDl5Z8exTHf7/z3L3X7+Mo+IiIiIiIioo8v1kX5ERERERERE1MHoLH/Aj4iIiIiIiIg6Mp3lbv9/7TzWnlkhIiIiIiIiorYlzLRfI/U7/cWn8VsARERERERERB1GytT+I1Fn3uD0noiIiIiIiKjT4rSfiIiIiIiIqHOSgtN+IiIiIiIiok5Kepz2ExEREREREXVSvNtPRERERERE1JnFzvz9Byc6D0RERERERETU9oRGrGrMwBOdDSIiIiIiIiJqe3ENcesDAKAFlIYAPCT9oT9oaAEAfvCGhtAQAsq942tAQwLKfAp4gFCIe/A0hEYcUIAApICvIQAh0aQhAaEhAC1sgkIBgBAQADSESGRGaWgFqROZMX9+UAFSQgJQUC4PWsADhMmbgASUhgeTCZek+Z+wu9MC0Ha/CpAanoav4UtAQQJaQmiboDY5hF1fCgjAdzkXAtpkQwHavrYvAC0hYTdRGspkQ0IKaGVeQmlA2E3Mnjz7BrQ2tSCU3RJSuhTMH2bQtgQAoaABKPdbDqFtalJACFubZi9C2CKKCUAgrhAHlHZpKltH9u9AClOQENJVE6CUDRW4kjGbSAmloXz7rtmjLT1pj0gpCAFPQEiblFLQrhBMmZgQBRCTQnoaQDwOHYSisCUjBaSGJ2xUaw1fQykbPOYdFYcfxJWC74JbSAhTQgpKw5c2bwCkhhDwNRQgbHnaqLExqRJFKj3EBaCgFJQ5KJWIMWh4Ah4Qi0F4EDHk5aFnXu+8Ll/w8nt2yevWNa9bLJbnCc8TvhRxBe37caEaPDRq5WvEfdGgNbQyhedroRV8peq11lDQ+qjSvtbwFeLmoDS0hlQQGkpDAcqcxRpNJsPuZNESUkhPayG0FlJrZSpcKWhAaFvKvob0hCe0chFlQk1raA0PkKaCtYDQEFJBaQ0FaB+eZzPmAcKDEDbQJSSEklrElY4rSFNWClpDSXihXyMp7VohBSmhAKERNzGvEDcraxuuEvAAFUQ74AESaHI5V+4Ug7K1Y9sGASh40gaelPBcqNvGClACWkD7iJmTTtrNTajYAjGrwTaGWkAKeG6HvoTUNoxN4lJCCEjTzkhoBakggDigJTwTbxoQtrkz5WcOUGp4rmGzeROQrhUyJ1KTgGfiPGgSbSlACEDYk9rkxLQkpk1Dosm05752pxjcOgLQyp22ElJDSJttCCjh9qgTrTQ0EIOATQTuhRS2TTN1YQvH7SUm3foCCqGWR9hgDo7XZMwDhLRrmpCQMtG7BYUvPNeEuoARQUMvbE5isHEipFAacWhTYp6ANNUnbfkjKAkBqW2PaY7IF66pEaHaga3EcJZMhxX8Hs8kHmQskUIofRFUJezf6jEnpml4ZdCtCFuDphf2XQjZFj7IAFx9IdGLeYAn4Qn7T1/B13YvpnmRrja17fbs+0GCStm2yLROysSwhlZ2FKFdYCplc2XPJtP+mDZHB+nZE80MRXRwTrnMK2VfBOuHA1oD2ofSrq1Ttk8MWgNt8unacFOGZsgkBZRJ3xSaTnRzgO0+ElUQ+lvK5oXS8F1Mmn+a/KsgQnRonGBGF25zpWxdm6A1zYtyFaoAH9ACeUG/r4WANocZ5BzCpS8Qk7aplwJCw3dNqNQ2bsOjPtNlS1dNcQDm8GEHRbbzkImQNrUTT/ShidKQyWeiiQEbpaY0BGIicfpI2E7B1JT0XDcn7IjItBVS2kUIiDzEgDwAEtKDJxDzkCcgY/Bi8GLIi0EIdM2HJ9AlBukVebE+Unb3dKEnukLma+Ep39PKa/R1o6/RFFdxrbRQSiuFBl81+bKhSTc0xRublPJlY2Nd3eEPDzXE/YZjDYdrGhQaFaQZZQVBKyEElLKtk6/gaXhuUGrPdGFHU0K5eJM22GxPEQwsgZiw50Ictp2Xrg3UgO9Bm0ZMIgbbvcakHUsLDWk6DjMeELbbEiLxV7+kO2Vsm6/t+jHh+gsNYbInbX9nDiFfuO4GSa29+4876VzfGnd9jefiGUHLJmwzZU8L5SJNICZtDJjWz3RJZiRvuiZPQ2pICeWGcSa30o2lbVvt2aJTLlLN+W7GFfbcdy28cm2FLRMzntehQwvGh4An7ADVN3MZCQ8228G8wnMTBHOWaY24tg0UgpNdoclHPGgZYA/cjHCkgJZQAhD2BHRtki1G6YrLjAdcc2NjwJQJNHzY9hAQQusmZdv/RFKAlhAKOmjS4eYaItHkSmEP0IaiQFxDKbuvRBdj5nSwA1QhbSHAzdSS2mQXSDrU2CbaELeyLXABX7vpqnBDF51oi5Qbd5lIUC4ztqKVbSS1m78kgtm2kq71A3xAKmggLuyQ2HOTUzOT1eECCcJe2xRsrwrbS5p+xxOIhctKQ2s3MdeQAp6EFFC+nd1oMyMTyBPwTLS7/MeUy3/MRWHQW9t20+Xbd5WtJOI68VSAPBe7ZlQBZdcJ4kK7MtKu84BGzFSS5wrR9aCmIu1Qz10a8LUtNT+UrHCDXe3GAYYn4Ss7TtJB9ZtidfPMYBwJkRzCLvK0q0oVTNeD08ZVjAB81/j6rjVMGuu4eXL4ZLPpuNbNjIz9IHSUG7m6wZCGnfSLUII2AZFogs1O7TUa00JJ7caNicIR4TIJHTVc/n2Z6LkRHuQBvoDvLiJoAd+1JjDNpbQtI4S9fAPX2UggLu0AzlwKEUGweoBpNWSin1OhQZJwTbxt/gAtbGsqpR3MBSMPBONFAUh7opq6UD4UID0ICeFB+G5+EtSlCwy4qw+eBiS0gO9DCDv9c+tCQJsJgK8BL9EPwYcfh5ZQ5lqAtBWrgbiGVvAAT0ArqDg8D8JMFWJ5ntclJvM9L19K01FqDdUoAK0EfAkNBQ2ltK+1UogJswetldaAL7QvlReHBLoC9YBvKsK2vxoq1A+ZjsRkLA47Cc8z8yJ0EdLTqDcDOSihhbbjDxeMMmh9zUU3ZYdl5gKKvfwnIEUXDaG0D6GE8KDjWvr2JFKIC+RpSNPsaHi2PrVU8DSUsANH3w2AzKDHNETBILjRxb/04QVdhYJv5symekUi0uFmGqZxc5cFhRZau4AxES8AeO68dqFluivpzgtT456bLZhIToS3iRN3jAjGT8EIRkP4NlwTp7APCWgPUkP4UApNImgYEvuVbgSsQsM1360GtzvPDb7NdT07THR7h8uMPcVcbwHYyy7adVTmuqcOLiy6gjXhZDqYYGIZHL4PCAWhoM0Ay3PZc2e3zZsPIewAxYyo8t2hmslPosGU9iQ11yilS81kRigoAe0lqjvm2xFD3DRK2rYMGvB9O1a07a1MzEOEaxbskCW4uCmgNRqDJ+JoLbXt3aVrWk3DFb70oN25Bjeykq631sFKoQ43WE8HQeJSC8Y3oYC22wZRF8zVY65yg8tZAvbCpQxy4ka9ys2oBRK7A0LVBHcKmPKXNh5MhJhxnnarBTViqHCW3YRZuZMC7hKkDCbnSBa+OhAMnlxnaq9tu1bFJumGaObiTmIN5WpE2J5IhoZuNpKVbV607wbxwXG5bsK3F9RD9z+0HfkEl1EA15i4xIOyMcerQgULN9IIDtYWoHK9uSs6k565kmjbFg3AXhBULlkzLDErQNpCM42NufViOi+zfuK44on92rCRtuey3bpbU7vYMCNLFUSYK0/tu1spQXVKO041tWaufSq3QiJIXDjBnYxSAzFbrTCDHGl3YTJvps1A4oKscONgpVw5SHj1tnGIedAKcQ++ueaikOcjpqAUPA9CoItEk4IXO6hVTHgNGk0CvbUX90VM+J5WeRpS6JgQ+TEPWuu4gJJCxdDUpKWMd8+ThcpvbPD350HIU3rrU7ofje9Tn+w/VqdcBMIdoHYBIF3VaDfzSbpK5cYeynXiIigNdxqa4Vli0uXOTTMU8URwOT5xbsnQap6G8hJJSQ24myXC9Qsmws2s0k9OCm7ALF0twN2vkuETDS7B0LYieN9trjXyhE3T9A5BoyTctdHgIpRpx4I2Aa7xke510FnbKZZwVRC+/Br0sNLeszF5lu5GoJ3JmyG6gAKalJtgu+GBcqOO4HS2l6rdENzsK5hnmWPxBKQ5x2ViTXsBNBiaajuaDRquxKWHYN4RjHlcTWk3ng+O0ZahdNepg77VZUi6IoJrZEzfKoTWcGNZ2CsXQd5sf+3miUF1m3DSOnENSLohfXCdJdRC2Dsivuua4Zq+lBjTQe0mbw43w0ohXDZU8vAs+FQKxMJdNhJDGohE12PWNueXaajN9FG6JgvuhlPQ18PdMoTLg3ktZKK1lK5RRRAY7qOgcoOaspMUP3GYtoiU65Td5VfT/nvB5W+3/v8H6vmZmi3/Dt0AAAAASUVORK5CYII=" alt="Screenshot of the newly started gmkin GUI" /></p> <p>The statusbar at the bottom of the gmkin window shows, among others, the working directory that gmkin uses.</p> -<p>Note that the project file management area described below can be minimized by clicking on the arrows on the right hand side of its title bar. This may be helpful if the vertical size of your browser window is restricted.</p> +<p>If the browser only shows “Loading ExtJS…” and nothing else happens for about 10 to 15 seconds, please enter the <code>gmkin()</code> command again in the R console. If this still does not bring up the gmkin GUI, please close the browser and try again.</p> +</div> +<div id="three-column-layout" class="section level2"> +<h2>Three column layout</h2> +<p>Since version 0.6.1, gmkin adheres to a three column layout. To the left, there are explorer areas for the available projects, datasets, kinetic models and the completed fits.</p> +<p>In the central, tabbed area, the projects, datasets, models and fits are defined. The area to the right is mainly for showing information intended to support the user, and results. However, it also contains a tab ‘Data’ for editing kinetic data.</p> </div> <div id="project-file-management" class="section level2"> <h2>Project file management</h2> -<p>At startup, gmkin loads a project called “FOCUS_2006_gmkin” which is distributed with the gmkin package. A gmkin project contains datasets, kinetic models for fitting, and so-called fits, i.e. the results of fitting models to data. These gmkin projects can be saved and restored using the project file management area in the top left.</p> -<p><img src="data:image/png;base64,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" alt="projects" /></p> -<p>If you would like to save these items for reference or for the purpose of continuing your work at a later time, you can modify the project name and press the button below it. The full name of the project file created and the working directory will be displayed in the gmkin status bar.</p> -<p>For restoring a previously saved project file, use the Browse button to locate it, and the “Upload” button to load its contents into gmkin.</p> -</div> -<div id="studies" class="section level2"> -<h2>Studies</h2> -<p>The “Studies” area directly below the “Project file management” area can be expanded by clicking on the arrows on the right hand side of its title bar. Studies in gmkin are simply a numbered list of sources for the datasets in a project. You can edit the titles directly by clicking on them. If you would like to add a new data source, use the “Add” button above the table containing the list. If there are more than one studies in the list, you can also remove them using the “Remove” button.</p> -<p><img src="data:image/png;base64,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" alt="studies" /></p> -<p>Note that the user is responsible to keep the study list consistent with the numbers that are used in the list of datasets described below.</p> -</div> -<div id="datasets-and-models" class="section level2"> -<h2>Datasets and Models</h2> -<p>The project loaded at the start of gmkin contains two datasets and four kinetic models. These are listed to the left under the heading “Datasets and Models”, together with a button for setting up fits as shown below.</p> -<p><img src="data:image/png;base64,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" alt="datasets and models" /></p> -<p>For editing, adding or removing datasets or models, you need to double-click on an entry in the respective list.</p> -<p>For setting up a fit of a specific model to a specific dataset, the model and the dataset should be selected by clicking on them. If they are compatible, clicking the button “Configure fit for selected dataset and model” will set up the fit and open the “Plotting and Fitting” tab to the right.</p> +<p>At startup, the project explorer to the left shows the two project workspaces ‘FOCUS_2006’ and ‘FOCUS_2006_Z’ delivered with the package. The project manangement area in the center gives the possibility to save these projects under a new name, or to start a new, empty project.</p> +<p>A gmkin project workspace contains datasets, kinetic models for fitting, and so-called fits, i.e. the results of fitting models to data. The project area also shows the current working directory, where project workspace files are saved using the file extension <code>.gmkinws</code>.</p> +<p>Once a project has been saved by the user, the project explorer to the left will show it in the project list.</p> +<p><img 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" alt="Screenshot of saving a new project" /></p> +<p>The current state of a project should repeatedly be saved during the work in order to avoid loosing data. This can be achieved by selecting the ‘Project’ tab in the center and pressing the ‘Save project to project file’ button. More conveniently, the keyboard shortcut Ctrl-X can be used to save the current status of the project.</p> +<p>In the project file management area, datasets and models can be imported from one of the projects in the project list, once it has been selected in the droplist labelled ‘Import from:’.</p> +<p><img 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" alt="Screenshot of importing datasets and models" /></p> +<p>Once the project has been set up, you may want to minimize the project explorer, especially if you are limited in vertical screen space.</p> +<p><img src="data:image/png;base64,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" alt="Screenshot of minimized project explorer" /></p> </div> <div id="dataset-editor" class="section level2"> <h2>Dataset editor</h2> -<p>The dataset editor allows for editing datasets, entering new datasets, uploading data from text files and deleting datasets.</p> -<p><img src="data:image/png;base64,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" alt="dataset editor" /></p> -<p>If you want to create (enter or load) a new dataset, it is wise to first edit the list of data sources in the “Studies” area as described above.</p> +<p>When you select one of the datasets in the dataset explorer to the left, some summary information about the dataset is shown in the center, and the data itself is loaded into the data editor to the right.</p> +<p><img src="data:image/png;base64,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" alt="Screenshot of the GUI after loading a dataset" /></p> +<p>When you have added information about the units, or edited the data to the right, you should hit the button ‘Keep changes’. This will add a new entry in the dataset explorer.</p> +<p>In the dataset editor to the right, you can override original data (for example in order to follow FOCUS recommendations for time zero samples or values below the limit of detection) by entering numbers in the override column.</p> +<p>When saving a dataset, the sampling times, the number of replicates and the list of observed variables will be computed from the current data in the data editor.</p> +<p>However, entering data in these fields is a prerequisite for entering a new dataset directly in the dataset editor.</p> <div id="entering-data-directly" class="section level3"> <h3>Entering data directly</h3> -<p>For entering new data manually, click on “New dataset”, enter a title and select the study from which the dataset is taken. At this stage, you may already want to press “Keep changes”, so the dataset appears in the list of datasets.</p> -<p>In order to generate a table suitable for entering the data, enter a comma separated list of sampling times, optionally the time unit, and the number of replicate measurements at each sampling time. Also, add a comma separated list of short names of the relevant compounds in your dataset. A unit can be specified for the observed values. An example of filling out the respective fields is shown below.</p> -<p><img src="data:image/png;base64,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" alt="generate data grid" /></p> -<p>Once everyting is filled out to your satisfaction, press the button “Generate empty grid for kinetic data”. In our example, this would result in the data grid shown below. You can enter the observed data into the value column, as shown in the screenshot below.</p> -<p><img src="data:image/png;base64,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" alt="data grid" /></p> -<p>The column with title override serves to override data points from the original datasets, without loosing the information which value was originally reported.</p> +<p>For entering new data manually, there are two possibilities. You can either change the Dataset title of the current dataset and edit the data in the Data editor to the right. Or, if the new data should have a different structure, e.g. different sampling times, observed variables and replicates, click on “New dataset”, edit the dataset title, sampling times, number of replicates and the list of observed variables, and press the button ‘Generate grid for entering kinetic data’, in order to prepare the Data editor to the right.</p> +<p>For sampling times and short names of the relevant compounds, a comma separated list must be entered, with a space after each comma. An example of filling out the respective fields is shown below.</p> +<p><img src="data:image/png;base64,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" alt="Screenshot of generating a data grid" /></p> +<p>After that, the actual measurements can be entered into the Data editor to the right, in the column ‘value’.</p> <p>If everything is OK, press “Keep changes” to save the dataset in the current workspace. Note that you need to save the project file (see above) in order to be able to use the dataset that you created in a future gmkin session.</p> </div> <div id="importing-data-from-text-files" class="section level3"> @@ -157,59 +152,63 @@ img { row.names = FALSE, quote = FALSE, file = "schaefer07.csv")</code></pre> <p>This produces a text file with comma separated values in the current working directory of R.</p> -<p>Loading this text file into gmkin using the “Browse” and “Upload” buttons results in an import configuration area like this, with the uploaded text file displayed to the left, and the import options to the right.</p> -<p><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAuoAAAEMCAIAAAAd8ATzAAAAA3NCSVQICAjb4U/gAAAACXBIWXMAAA7EAAAOxAGVKw4bAAAgAElEQVR4nOzdZ1gTWRcA4DvpJBQbYlsLRcFeF/3UgKigoCyCisjaCxYsFFEBBbEjKlYsuCoooC6soGKjiYuu7qprL1gAFwGVHkiffD+iEZNJSJTueR9+DGfuvefMTDDXyWQGk0gkCAAAAACg8SDVdwEAAAAAAJqB6QsAAAAAGhlK1V+EQmFubi6HwxGLxfVVEAAAECKTydra2m3btqXT6fVdCwCgnmGya1+EQmFmZqaenp6Ojg6FQlHdDQAA6phIJCovLy8tLTUxMaFSqfVdDgCgPn2ZvmRlZVGp1ObNm9dvQQAAoEJxcbFQKOzcubNcHMfxt2/flpeX4zheH3UBAGoFiUTS0dH56aefSKSvLnf5cpalvLy8U6dOdV4YAABoQEdHJycnRzFeUFCA43jXrl3hxAwATYn0spaCgoK2bdtWjX+Zy+A4Dp8ZAQAaOAqFQnhxXnFxcfv27WHuAkATQ6VS27dvX1JSIheH+QoAoCkQiUQUCgVuZAVA00OhUIRCoXywXkoBAIAaB3MXAH4ccN8XAAAAADQycPYFANBEwNkXAH4ccPYFANBESH4MgwcPru8Sar2GhrCNMrJiLoSvtBg+QqJeeXJtvqELqErx7x2mLwAA8ONab2f1Db1u3rxZ45WgKsXU0vjfRlqMBOeuD78WffkSamDl/bBg+gIAaCLq+/+HdQQhJBHzhlk43g7zsrGdGZWak7Jz6cgRtgevPpfgoqHDRj+KCrIdaWE93jXmfpFEIuHkpi759Rf20OH2UxddzirDxdxhlpNSQ9wthlmkTR2bWMQdMmTIO75YNv6QIUPklu/HbJs8znro0GF2k+fG3Pn4KS7mDR/hnJmw02G0BXuk7bGsUolEUvw0bqaDzXBLa58Df9sOHyrCv5QtV4ZiqVWLkeaV70KUUbE2GflVRDun8n2Gx8zJVmwL+6mLr2aXSyQSfvHdNQumWg4fbjvZLeFJsWwnbB5vhxBytLKQRRT7ljyLm/6LjcVI2w3RDzEMkztqD6I22I60GD3eNeYBcWrpa1huq0W8LFsbN+nxEYtKnK0nFQnFEolEggsWj7HN4olq4CXVGCj+vcP0BQAAGhsSHRcV/tVj8emDLvsD3e8N9IiLWBax3hNhZFzMiaWNjb2UtGtpj8N+hxBCJ5Zv1nUKuHwteZNrqxDPSIzEwIXvU4zmJF1LsjiZiBC6ceNGW5qq94LV+8+uOHQmPT1lx+KBRzfukNUgFhREVpqfvJByOnR65NJtCKEjK/d1nLst6fLvo0lRpWIJGfsyiFwZiqUqFiPfhSgjcW2EZRPtnKilQX3cNl5KuRK6bFCwx1GEUPQSXzTG+3Jq8l6Pn3ev+jLg6vPJ0vJkEcW+x1buM1q4M/nyH3asBAx9BcOwOPrYPy4n713a/bBfOGF3wq0m0zt5di/Y+bgIIfT+5pb3jI+bbxQghIofh+aaeXaik6t9sTRVGl+6GzPFdkpMolyQzWanp6fXUEl1jXCLAACNTkFBQX2XUEcKCgokuGCcsRaX1Ess+OBoxOCSeuHCIukecB7SvrSwUK/7JF6JW0HBzNi8in0/tyn9WNSi76+V7xcXFDhJcMGUQQaFHwploymOX3XZZ/aoAK8VQ/r37tmn/9H9DtK1BQUFEpw/k92lvOgDajW88sOuggL3S0W8sH6tiosre4ydjR/9q+o4imUollo1dUFBAVHl8hkJa5MiXCWX8dR/HI7n9IMIIYRIZK2Cgskns8r3DmpT/LGI2cXuxCEk21i5PVNQUKDY90IhL6xXs48fiw0GTMYl56sWI5FIXAa3Lf74Uaf7RF7xwoKC6YrdlW210awxwRuiZ+6eeGTbbXuvX86FHCnoNu/39Ulj/Cf9OK95RRpPX1KK+VMUgo137oKUbJEiQcW9seM9vH6/aNtCSxrhcz7cvBARuD8h7do11X3ZbDZCCCNRW7TrMnaG/3ybzhp1xwV5u/zWXLr7imFgNn/tZjtTPY26ExZf/Ch+7daIx2+LdduZuHhscB6kX+0gAIAGhUnCEMIQQlqfF6Q+/7OOS8+vYwh9PvP+5Qx8S4qq0y1iCSJjSCKukP5qOmZhmHnug4eP7yTuOXNn2o5Z/b+uASHs0zkAXIJI0kow+fEJy5ArVZ0uchlV1Ea4Si4jGaGjv8c2I3/JTkZIpN432BT7ihESf1kkaI8QQogkXVTsrmyrtVo7DORMTcthJgn6xXSbkiuckvi2WxxnYFRrLbUKbaI0+/CIzWY/4wrZbLb0/VgaqforQghJhKPsPIOmOxxNfubnOn5NYpY0LKx4HLBous2o0VMXrXtRKVKaQyK2HDEm/9+TDjaj7CbNu/L2099P1tXDsyePt7K0+mXKvJN/vZc1H+O4M/vibscxI0da2ylNJBFajXb991Tw5HE2o2wn7rn8VsUWKZNzet8w3zFR4c9lEbtJC9IKu+HqfVczPT09LeXSHl/HqG1emna/F+KdOXDZhauXN83qenz3qW/Irlh8SEDYwMXbLiVf2rZwwCF/f3UGAaCBw34M0i2Vba/CAunYtRdiiST7ZgS9mQWGYePaMA+nvBCIBS/SDjMN7Kp2wTBMi0z6KBRWHV+fSr70ukiC8/9NPEQjYRiG7XCfGftK1G/46Glz5mZf3K9Yg2x5iA7t2K1sXMy7Hf+b3BFRLEOxVFkx0r6qK5cuK9YmQ7RKYee0Y+1JfCTCxW/+ipi34jcMw8a3Zx26/EiE4/89+H3qrE0qdrViX7Yu/cStHIlE9Cz5GEnhwB279kIswbNuHqU3tyLsrmyrMQxznm12aNOJrtNcMQxzndb1xMYDZrOdFTI0ZYp/75pNX6RnWdLT02WnW6ouf/4nhCrk3DXxX3ksaFH/dX5/7lghDaf6rs3vM+NsYsKi/u/81yu/bBsj4+LKDX+3jTqXuHFKs12+8Qghibh8dejZWVuPXkm5HLKw59HAQFlzftmN9Rcpu88kXkqIUZoIo4qFefsLeh08fe7w6qHxoVtVbJES+P54rrelp07GXh7+acaQdDE2cNG4andaVSJBJaPFQE27n8womG7bjUKi9Ri9/PT++ZpnJyh+Y+ylGYMNaWSa0eAJOF6m0VYAABosiQQfVXZ5ztTJ/kdfTVvljBCyD3AvPxcydfLU7ec57oEOcu23uo1YNGN+1char5lpW5Y4/+p+R8uxBYUklqCZc365ezjA2WniglUHxs31U5H9V0+nJ4d8nactyuDZYNhXl2UolqFYqlwxqiuXUlGb4iqCnbPei3L94NTJkwOPPXSY5YQQGr/OS5J2YOrkSf5h/8xc7a5iYxX7TvVxeR7uO2nq3KuVY3VImFj2v0uJGCPpji67PGeq85pjWTNWTyTsrmKrWw9ZzCqlL7ZoixBqY7GYXspaPKS1itp+BJjsgt779++bmJhU24HwMhe5IJvNvpCSbGc18nJqyhirUdeupSGEpllbbTx3tSOdLOZl2ThsS7q0T0WKQ5dSTJkUMS9r1LiVqUmnvlotEVpYjrr2+RMTNpvtHXfZvtWXc2iEidhs9omrqR3pZIQLLEZYS0tSsUVyyrMOzj3c+9TGIf9udk2asNfbtLlG3WWndqjMzv4RB0a0ZmrU3cbSMiEllU4imH5+Z/EIoWt7519t6bnBxVT1IAA0HJmZmX369JELPnjwoGXLlvVST4Pyyy+/xMfH11f25w/uMjuatdelvM74bfXBj2dOqJrr1H2p9btzwPcoLCzs3bt31Uht3XVXh0JFCGmRKRIJLo3kCcS/jh4hXcZINNXdjbUoCCEyrS0u+iCNfLzze9C+uFfvPlTyBHLfobJpwaj6q7JEHaVXaJNospLUdyv0iu2KXxFC3WbbB6y97n3QXtMR0tPTcUHlg6S9fl4RIyIXaNQXw9D33ExUafES0fk9Kx61X7zBCeYuAIAakJceH/nX1qIKYbO2JjP9Vtd3OaApq7uHBnRkULaeu6pPVevjqjyB+Cc6WSzIJVENpBFf37Bha3dv6m/CpIktR9hUbSx3WkKjROrABf/tuF/IcRl7BCGEEInEzOLZdWZo/HU1Eo3ZZ8ySiuAJCGk2fenPot6vEJrrVDPnI6SseAnOi1y7qMLCf9Vow28YFoAGiPAD8h9NQkJCPWYfsSRoxBJ1G9d9qfW7c0DN0vg9nkUm3S/mc0vzNe04vW/LTadvVwj4z1L2Oc378mV6AefuKNvlco13xP5TKRQ+PL9fu8MEaaRYjBt27MiQVNy+GsEgkV5wBJomUn+L5ErKTduu77gv/bN9TgY7kt+pGJBwixBCEjH/acp+ut4Q1fUodncZ3e74+SciXPAwMWTywnCNuisrPnXrvBLrDQth7gIAAKAR0vjsy751i9ZNHV/WovMfJw+hKld1SBdUXIcxLGDrjVWBDkdymG1MZ/hslMVLn59uZuos13ip4TOXcb7iZl29QsdLI3u3rdwZ8OuGjyyn5cHrvIsWTZiQdPWCRonU3CLFkmIOPJ32m7HsV+Np017MikJ2K5VtO+EWsdlsEoVh0KmH146gqr3U6d5j0Q5T/1V24S8ZbXq6b3TTqLuy4tdfyhFfnPL753ij/uo7AAghEokkkUhIJLgVJwBNDY7jin/aGl+6W+Nuek6Mdw3bMuDLfUfq/SZ4iiX9ON0BaPgIL93NycmprKzU0dGBGQwATQmO4+Xl5Uwms2PHjlXjdXftizKnnpVM76ZX31V85TtLatTdAWikfvrpp/z8/JKSEqFQWN+1AABqDJVKbdasWZs2beTi9X/2BQAANEJ49gUA8EOBs6wAAAAAaGRg+gIAAACARgamLwAAAABoZOr/0l0AAAD1KPHyrfouAYDq2dqYV/0Vpi8AAPCjM+vRsfpGANSfp49z5CIwfQEAgB9di2Y69V0CAJqB6QsAAPzoyHCvP9DYaPCSFVVmBixyHTVyzPTF615yRSpacrKSPGZNGmU1ytU96GXlp5YlT88vnelsPcJq3KSZh65kq+he/Ch+yTQnK0srh6lup/7+oKKlhcWItBK+dFl2E32EkKDi3kgry8QiruotatTdAQCgppAAaNgIXrTqv77/3uz/rt+C85cT3Prn+m++o6LlHo8Qg4lrzl25sJxd4bfh00Vhwb57B7ltPJ909VCAU3Swt4ruIQFhAxdvu5R8advCAYf8/VW0xMjMuNC/FOM5p/cN8x0TFf5c9RY16u4AAFBT6vu9CYBqELxo1X99R98pXOhizqDQBjm7ffwnWkXLlGLusrG9tCj0AU5+hXdPSoOb/rg0bYgxDZMI+Fx6y/4qum+MvTRjsCGNTDMaPAHHy1S0lOC8Be1O/Vshd49wfH8819vSUydjLw+XNNXuAABFby7utR5ozKJRWM3bjZriea9E6aPp69gWw2ZyEQzD5BbqkdxbhUSQs8CmXwtd/SFjF7wVSurl7QqAqghetOq/vl9UinowaWw2m8rsKap8pqKlhR5j19UnQjHvYVI4zsusuoptaTV37cXV+5ark/H6Qb+hswNUNJDgwq7TPA8dfFg1WJ51OLeHuw6F5jaYu/dFSVPtDgCQU/Q4tNek3Q5Bp95z+HnP0qcYPp467Vh9F/VJfCFP2SrZk1vqERkjVf255zch33nv249ZO5zzJvjflVsLP/BT9z+KL1rNLtfCEPr8LGhVf29Lty/LOrrSZqxTzAvTDgxm1VXX0q5snW+0zSuymkwS0fndHjfbLt7gYqq6IUXLeKYgPIsnlkVuhV6xXdQbIdRttv31ndebcHcAQFXRv24aeezyItsBLBpZ18B47qbLT8/Nl67ifbzmMMiITqF37md7Ob8SIYQkfKpWl+dRK41bMpktOi479vzuYY8uLZhaeu0WHHykVgOEBKW3pwzvpcdgmgx1uccRSnvRWKZPIrwNW2hp6bVfePARQmiHUfO/yvgYhp18X6lY9qezL0QdiVMg9CRida+OragUatuug0NT874a55tgJKzqz76YNwsmDm7OambuOD8r+oDcWviBn7r/UXzRavDNIzMWJZMv7KFFFVY8oLB6qmipa2x7IMYWIYSLimyT7n79R8LoP96Ts3MCQvOVdZfgvMi1iyos/FeNNlSnsL6LZyw7mUkjYQghXPDfjvuFHJexRxBCCJFIzCyeXWcGual2BwDI7HtREj22A+Gqkw4uJfYHP2aMvr1/vKt9ZP5tN4TRxYI876cD7rwr+3hjvamd3WOvzf/mbft4Y333X2YfcLtdfQOETk1wzLHclZtsm75ttKPrhTfxDgiji/n/eb/4+V7eFmnLMLfbnq+KvTCsmrMsRB2JUyBk5xay+85bO9MW9xPWjZy9dPmbM+j7zuKQvp76JJfwdjWjkzCMoTeMV7yY1AA+3gJAjgZnX1zNWx88c5sn4GREhBkMdZXFBZy7o2y/+jAo2NU+/Fa2oOJDSvSWzk5TpMEVDjaR/2SLccGz5P10vWFV21f93g1CKHXrvBLrDQsV5i6KiaRoOuZOL/drkzGEUG7adn3Hfemf7XMy2JH8rgl0BwBU6w1PZMqkEq4KufcxzGusDo1hMX9X0eOd0qAE5+/0c9KjUwwtfETcV4f8HKXLQs5dNRtsvvU+yt9Bm6Zl7RGWlxYiDeLiit3+TnIt1UHYkTBFdxY1Ovb847eV/Rw2Fr05o+F+ql6RCG9OISGESNQWuKiwxscH4PtpMH3p57Ox1d+HHOwmRj432uz15Wn1pc9PNzN1rtpyjveUa1sWjnGYnpBltvNXI2lwVcDcGzuXjbYa43s8e9n2ZSoSrb+U87v/FPZnKhLJ/M9zTLFIghCKOfB02jRjWdx42rQX4VFNoDsAoFrdmNS7HOJrdd/wRCZaFIQQRauriJclixszyAghjMRCCBl+XpZIxGo2eM0TdWFQMAyjsnoLOHcUe1UdSh2KHQlTnP73SqfsRMdB7Tr2HX3wzwKNUqijFYVULMQRQriwkERtVePjA/D9vpzPvH//vomJyTcMcdNzYrxr2JYB+jVaWM0natTdAQAymZmZffr0UYwfHdL2xKzU5PkEF8z11KbFvK/syaSIKh8x9ScLKp4ghLAqH+gQLlfboLc27Uoxrw31q/8HVjuUslXqp/hMfDdh85Bfz/HLvuuhRYmXb8k9TWZOW+1xjz5MaKnF/Rjbutel8rzD3zM+AN9P8VVaA3daPPWsZHI3ve8fp7YTNeruAIBqOUYG/r3cKiTuJkcg5hRlnw5xM7baIl21clBr99CkCgEnZc8S/QE+NZXRb1ib2XuSeSLBvTifjoNUfaHSjEl9WUFw3e63pZhq2nrN+Qd8scSgs6kEr/iW0lVaONN4b9SNMl7pzdNhJnMX1vj4AHy/GnhoQGhi0vcPUgeJGnV3AEC19IzdHv4hnLPaNWBKDmIZ/G/slDNxHtJVk+Nifh89rfnadx0H2J266FJTGR3PxJ8fP635ymfaHfuv+S1BRcvEY25mbY24ZXk1kiI41OuXRaM2Zxc169DT7/inoOIJnm/WL/Ccod0vHVe+MWa7JCb0rZExAahZNfDhEQAA1CVlHx6Bb6N4Wh6AhqZWPjwCAAAAAKhLMH0BAAAAQCMD0xcAAAAANDIwfQEAAABAIwPTFwAAAAA0MjXwxWkAAACNWuLl77rxHQB1T4PpC5/z4eaFiMD9CWnXrqlumZcRtW7/6Re5ZbrtTCYvDpw6tC1CiJOVtGbdwYfZxQbd2euCfY2Z1aTOvbrGZf21zw+4JmZhMWJd/CXLZnSEEJvNljUWVNwbO97D6/eLti20aq+7qDJzvXdgxvPCdqZD1ob4GWsp3aII57HheV9uLSVNRBis30QAgB8QfGsaNEYafHhkN2lBWmE3XI3bInkHho9dte9qytW9q2zDA72lwT0eIQYT15y7cmE5u8JvQzUzfVyQv/F49feoxcjMuNC/FOM5p/cN8x0TFf68Vrv/vdn/Xb8F5y8nuPXP9d98R0XLHB7uH39F9ixGFcH6TQQAAAA0ChpMX5IuxgYuGqdOSzNdmhiXIISRKRSaTldpMKWYu2xsLy0KfYCTX+Hdk6pHuHdgVU/fOdUmkuC8Be1O/Vsh/DqM74/nelt66mTs5eGqJlvf2T36TuFCF3MGhTbI2e3jP9EqWubyxYYM+VMmhMH6TQQAAAA0CrVy6a5nmE+sz/QRlpauHie89n96vIiFHmPX1SdCMe9hUjjOy1TRnV+Ssen2wEXdm1ebSIILu07zPHTwYdVgedbh3B7uOhSa22Du3hcltdf9RaWoB5PGZrOpzJ6iymcqWuYIRLNtrCwsRjjN9EjO4agI1m8iAAAAoFGolelLrF9o/xX7klOTw1YN2e0bIw0u3b4s6+hKm7FOMS9MOzCYKrrH+W2zD5quZi6KlvFMQXgW78tT6W+FXrFd1Bsh1G22/fWd12u1O/blUhJV52kupKSlp6enJl9YM1E/eGmoimC9JwIAAAAavlr5TCEysyx2hCmVjHVlzy5f54TQLISQrrHtgRhbhBAuKrJNuquie9jDIjRz3BGE0NdX1CrTd/GMZSczaSQMIYQL/ttxv5DjMlbanURiZvHsOjPItdHdjEXJ5At7aFGFFQ8orJ6qi0QIkSjMPrbL+SGO1QbrKxEAAADQKNTA2RcB5+4o26+eFD9UjxZ+7YUIF7/68whNb6g0GOxqH34rW1DxISV6S2enKVXbs9nsqr9Wvci06txFMZEUTcfc6eV+bTKGEMpN267vuE82wj4ngx3J72qpu6t564NnbvMEnIyIMIOhriq2aJ2z3aGM12JR5b1zIQyDcSqCdZkIAAAAaKQ0mL6w2Wzpm6VsQar0+elmps5VW3pu93pzzNfaarTPkVee2z89sH6O95RrWxaOcZiekGW281ejb6hVMZHM/zzHFIskCKGYA0+nTTOWxY2nTXsRHlVL3fv5bGz19yEHu4mRz402e6l6/u1Svzl393qMHDV+awLHP3SOimBdJgIAAAAaKUzy+YvQ9+/fNzEx+YYhbnpOjHcN2zJAv0YLq/lE9du9ASYCoJHKzMzs00fVPB4A0OTVwIdHp56VTO5W/T1a6j1R/XZvgIkAAACARqoGzr4AAEBdgrMvAAB4ZCMAAAAAGhmYvgAAAACgkYHpCwAAAAAaGXgUDgAAgE927NypTjNPD4/argQA1WD6AgBoOt5c3Ou2JjTjQRZitR5iM2XbgS39mtGUNcawL99dADJu8+crBikUKkJIJBIihA4eOlTXNQGgAKYvAIAmouhxaK9J+4NPn/pjVF9x8ZvTuxZPnXbs6TmCN2Og2pXUjKq/dmjT8uFLzos3H+a5mLfRb1FfVQFQFVz7AgBoIqJ/3TTy2OVFtgNYNLKugfHcTZdlcxfex2sOg4zoFHrnfraX8yvlOmIYJr8s4VO1ujyPWmncksls0XHZsed3D3t0acHU0mu34OAjaQMay/RJhLdhCy0tvfYLpUEZJWvfJe0c3LUdjUJt1bnvxvM5aiVCSFB6e8rwXnoMpslQl3scoTT4JGJ1r46tqBRq266DQ1PzFDfkO/3Uvr30p+NPPxkZmVy5/uru4/xXWUU1NT4A30mD6UvJ0/NLZzpbj7AaN2nmoSvZKlqyvyYNcrKSPGZNGmU1ytU96GWlSNPuhESVmQGLXEeNHDN98bqXXFVjRjiPVRyTMEjIwmJEWglfVp4sLqi4N9LKMrGIq6Iv0mTXFT+KXzLNycrSymGq26m/P6hoyed8SDu13dLCQnVqmdyra6pWrml3ABq+fS9KgsZ2IFx10sGlxD70Y2XpkRnCGfaR1Y+F0cWCPO+nA+68K3sYO2v/IjufnP/9m1f26Oy8oytmf2rA/8/7xc/38sofnZ37mzRYtTvRWreZgc6H0yoE3JRdVutdp6iVCKFTExxzLANzywp32b51dL0gDdq5hWy69IgvqEgMHhk0e6k0WOOfhWEkkn4LvfTbr4tKKzu1b9HbtE3Njg/AN9PgtnW+E8aY+ex1/rnLx6eJrssjUpPOVDt6fvp2j9Tu0QFjEUKbJ4zB5gYvs+n2KG5tyL/2pzYN1ag7oZtrnH/r6L5nlvmd4+57sufEBJkra7nhF5ufj8VbN2dUGyRkaWXXm+2zO9ACff0Q7JdH50b+ZPzq7pgTPn1VdFd/1/k5jem6Yr/LoA7ZN44t2HAn+fJBZS1HjXUaNn5WSkxwtU/kRgjhgnz32Sce5STIGmvUHYAGRdlt67TIpBIRTic6AWHGosV9qDRjUkSVT5j6joKKZ6jKtS9VL4KpGszkiowZZAleQSJrv+KKDBlkCV5BpujhuEiugSwoo3otkghIZAaO4+ok6s6iJRZxO9PJosqH2m0X8kr/RAjZtWLqLdu9evrEXp2affce/WLHzp1u8+dfSc3oZmKkzdTiVHJ/at928ZrY/A+lPm5WndpptWvT+uChQ3DpLqh3Gpx92fTHpWlDjGmYRMDn0lv2r7a9kPvYe3t26Gob6a8pxdxlY3tpUegDnPwK757UtDuh6DuFC13MGRTaIGe3j/9Eq2iZyxcbMuQv9CEMEpLgvAXtTv1bIfw6jO+P53pbeupk7OXhqv7To/6u2xh7acZgQxqZZjR4Ao6XqWiZdDE2cJG6j4++d2BVT9+vHtaoUXcAGoVuTOpdjoBw1RueyESLghCiaHUV8bLUHNCYQUYIYSQWQsjw87JEIlZsUDWoYm3u1VDLPsYtdJhUCqPqmRLViV7zRF0YFAzDqKzeAs4dafD0v1c6ZSc6DmrXse/og38WqLlFajJo3YrDxdL/edtGv/mte1kfizid2rcY/rOxkF/NmWYA6ozG176wLa3mrr24et/yalsmBQT29PU3oH1KYaHH2HX1iVDMe5gUjvMyNe1O6EWlqAeTxmazqcyeospnKlrmCESzbawsLEY4zfRIzuGoCBKS4MKu0zwPHXxYNViedTi3h7sOheY2mLv3RUm1W6T+rkMIXT/oN3R2gDotq8Uvydh0e+Ci7s1rZDQAGqxlPVv4R3DIOdsAACAASURBVL8mXGWsRXnGFSGERNxnFIah3FoyhlXgEoSQiFv9P03fw8FppfWGmFd5RVxeofq9umpR8gRiiUQikUhw8acJBKvDsM3hcZnvy88GWSy1ta/ZOtu2aX3y7J2I2L9z8ip+T3xAImGOY/qKREI6Q6tmEwHwzTSevlxLu7J1vtE2r2o+PBaUXQ99Zupj3loWWbp9WdbRlTZjnWJemHZgMDXtrgyG0OePP1Sd/7iQkpaenp6afGHNRP3gpaEqgspQtIxnCsKzeF/+j3Ur9Irtot4IoW6z7a/vvF5tqWruOiQRnd/tcbPt4g0uptWOqY44v232QdNrZCgAGjLHyMC/l1uFxN3kCMScouzTIW7GVlukq1YOau0emlQh4KTsWaI/wEeuYx8Wddv1LLGgLHbDEi1yjV39qsimq14vM0MWKo3ZsPonOuVuCU+dXn7D2szek8wTCe7F+XQc9On/P1NNW685/4Avlhh0NpXgFTVbZ2Fh6bLZFggh3+Dz/+WXtG6pY/U/Y4QQhQJfVgUNhcbTF4zE6D/ek5Mdq7rZy+PhRrPnVh1d19j2QMz5lCsXNi4c/J4+SNPuhMxYlEy+ECEkrHhAYfWstngShdnHdjm/5M9qg4T6Lp6x9WQmjYQhhHDBfzvuFx5xGctms20m7St9vr/qzIaQOrtOgvMi1sx/a7ZklVONPZEu7GHRkZnjpNftqr5CGYBGTc/Y7eEfvpc2uBpo0w2M/nf4rvaZuE+XaEyOi9GLW9ic2XJRXPNTZ13kOh7dOvPQeDOWfs+MLsEdaBRhrd0LZmVc0Nw+bfS72RRYBJxe3t+8bVt1ejmeiW+Z4NFci2m9Is07ZJU0GBzqlbh0FIvG6DN+g9/xBGmwpr55JBRU6rC0rNmmJBKGYdgv1r2kcQqFXCPjA/D9NJi+rHCwifwnW4wLniXvp+sNk8UFnLujbOU/EElIznewMKgaCXa1D7+VLaj4kBK9pbPTlKqrFN9TFbsTJnI1b33wzG2egJMREWYw1FXFmOuc7Q5lvBaLKu+dC2EYjFMRVLZFCCGajrnTy/3aZAwhlJu2Xd9xX/pn+5wMdiS/U9Zd2a5TrDN167wS6w0LR8uf3FZWEiG5MWVFoi9nqgBomjrZuCfdfV0hEFUU516N2t6vGV0apzcfFv/PG4GI//JW3LAWn4Kyq096Lzr4rozHK83ZPbf3i0oBFftqrbJlZQ1UrNXpuKCgQlCa+6+XVdvBW24JucXqJKLq9ItMe8QVij68ur3U4tN3fzqMWXnn9XuRWPQx+98AJ0NlZXwbCplUUlTgOKb3iCFGo4aZWP3PuKKCw+XyKGQ4+wIaCg1ei6sC5vqHLDuaW6bXocey7Rtl8dLnp5uZOss1vl7GX6xLrxqZ4z1ledDCKI6kJ3vyTj8j1bkUuxMm6uezMXFFoENkQTuz4Zu3qTpdsdRvzurNHlF+HAOjAf6hK1QElW2R1P88x6yfeB8hFHPg6bTfjGVx42nTXsyKQnYrCbsr23WK1l/KEV+c8vvnX2WzDcUxZXMU6YKm85Lv7A4AaMK6m3365Np9hgVCSCQS0uny/yADUL80+OK0Mjc9J8a7hm0ZoF+jhTXiRLVRZ51tOwANn7IvToPvB888Ao1FDZwJPPWsZHo3ve8fp8kkqo0662zbAQA/MpiXgMaiBs6+AABAXYKzLwAAeOYRAAAAABoZmL4AAAAAoJGB6QsAAAAAGhmYvgAAAACgkYHpCwAAAAAaGZi+AAAAAKCRgekLAAAAABoZDW5bp/gkHWUtJTj3xFbf6NQHZD3D6WuCJ/VujhDicz7cvBARuD8h7do11YnUb0mYiFBeRtS6/adf5JbptjOZvDhw6tC2Gm2RqDJzvXdgxvPCdqZD1ob4GWsp3W8RzmPD8748/VU6JmFQ/e4q5F5d47L+mqyZ+jukzrYIAAAAqHEaTF9kb1H56ds9UruraPk62ut5J6fohK3F944v2Ro26aQvQshu0oJh42fhajxRTP2WhIkIeQeGT94Rua9Hm7xH56d7eU+9elKjLfp7s/+7fu7nd5vfOe7uv/lOTJC5spY5PNw//op1c0a1QfW7K4ML8jce/+pWvOrvkDrbIgAAAKDGafzQACH3sff27NAzqm4sfeb3rNWxViwSpjdk3rkhn4JJF2MRQikxwdWmUL8lYSJCZro0MS5BCCNTKDSdrlVXqbNF0XcKF640Z1Bog5zdPk6OREjpm30uX2zIkN+rhEH1uytz78Cqnr47Hy1IkEXU3yF1tkUAAABAjdP42pekgMCevv4GNFUdb/EMruxYMXb0SHuXhRcyy76jvGqon8gzzCfWZ/oIS0tXjxNe+32qrlJni15UinowaWw2m8rsKap8pqJljkA028bKwmKE00yP5ByOiqD63QnxSzI23R64qPtXHw+pv0PqbIsAAACAGqfZf6AFZddDn5leNG+tuhmH++ZtX6+zHpsyk3d5eu+0iw/4jgprJlGsX2j/FfuOjTB+nR7m7Rsz+rdZ0riaW4QQwhBKT0+X4HyEVH2qdSElDSGEiyofXApduTR05Fl/ZUH1uxOK89tmHxQhF9Roz9fNFgEAGrjEy7fquwQAqmFrI/8RgWbTl5fHw41mB1V7xqYHkzJjRHc6mdRjlLtgk4NGKTSifqLIzLLYEaZUMtaVPbt8nRNCn6Yvam6RGYuSyRf20KIKKx5QWD2rLYxEYfaxXc4Pcaw2qH53OWEPi9DMcUcQQgix2WzpdTzq75A63iIAQENm1qNjfZcAfiBPH+fYjP5Z/faZL7MTL9+Sm8FoNn1JSM53OGogFxRw7tpOjkhKDJVFpg03WH/q9rqJfd6khNJbWlc7rOzdVzWNEsmNOVSPFn7txRJL46w/j9D0hmq6Ra7mrQ+euR08pc/NiDCDoe4qEq1ztmu7dM8c8zb3L4QwDMapCBImUtZSMZFsuWpc2Q6psy0CADRGLZrp1HcJ4MdSwSlXsyVLW8fEuNPrNwVycc2mL9fL+It16XLB0uenm5k6V43089qWusrP4XC2doeePqGbpUHZt5SlCyrmK8paqpmIkOd2L78gX+ug4mYde3pu36jxFvlsTFwR6BBZ0M5s+OZtfVQkWuo3Z/Vmjyg/joHRAP/QFSqChImUtVSTsh1SZ1sEAGiMyCS4BxhooCo45WQKwVwFk3z+fvL9+/dNTEy+YeibnhPjXcO2DND/rgIhUZNIBEAdyMzM7NNH1ZwbaCTx8i1LC9ifoO6kXbs/dLCp+u1ZLNaV5Dvf9eERoVPPSqZ306u+HST6ARIBABojEpx9AXVLosat3VSrgelLaGLS9w8CiZpGIgDqUeHdiBmLt/71+HWpgGLcb0TQ0YhJps3qIO8Ww2arXpfUQaLao/70hU6l8oVCZcFtJq1WZH6s4eJAUySbvkhfexKEJDgui0jXySKE4M5jAIAmwmWUm8OZ26eG96CJStIiPR2tlk16d7wO8sYX8lbVQZraRMY0OPui2FgkEksXzhXxVmkyFPjBkclkFouFYZhEIqmoqBCLxYoRZX3hdQYAaCKKRLhel04sGonKbDHa7Vh+zjFpXFB6e8rwXnoMpslQl3scIUII4VwytdmL31cZ6NJbdhoY8bxU2vJd0s7BXdvRKNRWnftuPJ+DEJLgXCrT5NKKsUyaFmGDHUbN/yrjYxh28n0l7+M1h0FGdAq9cz/by/mVit0xDKv73aIOjIRJf0TcB3q63bgIYSSs8v0hCoV8+H0lRsIwxO+lp3ufK8JI1KcnVhi1ZGm37LTkyBNpLwqFjJGw0K4tb5XxKRRy9EeusPzvqZZ9WrC0Tdmu/1aKpM2envDr26U1g07vYPa/3dfyMRKGIR6N0SIzzrddc63Whj+fyCyTtsxLCR1q1kGLTjcw6r858a00WJEbb2HaRrul4Zqz2dIIYRb4afg/6PPZFy0trSFTdg102mE+OZTFYlEoFBaLZT45dKDTjiFTdmlpaSHlHzPB9AUA0EScOuA6r4ep4xzP3+JSCgU4i/JprnBqgmOOZWBuWeEu27eOrhcQQoikhYtKlz0alPmh7A+fNh6/7Je2dJsZ6Hw4rULATdlltd51CkIII2nhgnd7Wy4v4ZYRNvB8VYwQkkgkrq2ZJx1cSuxDP1aWHpkhnGEfqdj9+z/vryWydxa6dt81HYuCMktJGPbfHxG6proRZ9+SMKzsVVDBT/79tWkIkVdmmt8vKH981u2I9yxpL+kIXp93xa8GrDOOTm8/7/OJvyZKm41fELLp0iO+oCIxeOT6OctIGEYiM3FRqcfjTwfC0yFM2nLhrHWy/bzhVxdp8OSEBSbb/sz502/PkmXSCGEW+Gn4P9LXCY7jFRUVN2OWkUgYjkukMxjzyaE4LiGRsJsxyyoqKnAcl0gkhH84NfDNIwAAqEsqvnlU+urvuAtXU1OuXk5/530mdcXIdgih7ixaYhG3M50sqnyo3XYhr/RPhBCGYXfLBf20qSLuC60W1kJu1lcDSQQkMgPHcWnLfzmCPiyqigbSf0jNWLS4D5VmTIqo8glT31FQ8Uxp94ZE7oZg2efsR55Y+vLUqF1mLZ/tcT69pFvh02XJLiY7XZLO23fCMOw1V9SFQUY4j0TRxnERqrIHZAuE+9yuFVNv2e7V0yf26vTlmiT1D4QJk5pUzOtEJ8tWEmYBDV/i5VumJp++CUuj0Vq3bv0/lz04LrsaBrsRveT9+/cCgUAaadu2bWr6A7lvHsHZFwBA06FnNGjWUt+Is6mZ/6xfO3G6NPiaJ+rCoGAYRmX1FnDuyBr3YlERQhRGJ7HgnTSSezXUso9xCx0mlcKo+h++Xp8nH8oaSL3hiUy0KAghilZXES9LsXuj0GF0aMkVf6GobMt/rM3sLXq5W8tEQr9LRaHW7aUNujDICCFEYkgkSq9LINznp/+90ik70XFQu459Rx/888tdyNQ8ENk8cVsaudosoFEQf8blcvPy8jKi3EkkDCFEImEZUe55eXlcLlfWhnAEmL4AAJqIJ7dTeJ+/qcBqP0RQ/ulRPl21KHkCsfQUNC7mytpnckUIIREvi0z/dMt8B6eV1htiXuUVcXmFVUeW/UOprIGUsRblmXRM7jMKw1Cxe6NAZhhuNHoT+Kc/6rWpGU13U19s7Y2g152DjDV5yDzhPmd1GLY5PC7zffnZIIultvayxmoeiJ8Y5CyeqNosoFGQVMHn8/Py8jOi3ClkUkaUe15ePp/Pr9qAcITG9WcFAABKhbk4Om7+/UOFgF9acMJvkp7xEmncb1ib2XuSeSLBvTifjoOWS4MYhgWGJXNFghtHPPWMFkmDNl31epkZslBpzIbVP9Epd0t4cikIG5gxqS8rKhFCKwe1dg9NqhBwUvYs0R/ggxqt8SEjQ6cfGbbRCiFksckifPpOyxC1nl4n2xWE+3yqaes15x/wxRKDzqYSvEIaVP9AuBs38z/7ovDJUW2DUdJmhFlAo4B/jcfjvnv3LvW427t373g8rtxawhE0mL7wOR/STm23tLBQXJV7dY3sTv+qybXMy4ha4OpgZWnlMNUtKiNPRcfiR/FLpjlJW576+4OmdbK/pqK7qDIzYJHrqJFjpi9e95Irqr06S56eXzrT2XqE1bhJMw9dyVZRvPqbqX72COexijuEMKh+dkKEJXGykjxmTRplNcrVPehlpUj1CACoaev12OYpG41bsXTadNv70PTs9TXSuOOZ+JYJHs21mNYr0rxDPn3HWSKRbDG8ZtJC13FH4b74udLgyriguX3a6HezKbAIOL28v3nbtnIpCBskHnPr1dYIITQ5LkYvbmFzZstFcc1PnXVRrLDBfvNITpuhobofyMFDDBBCrQdtpRYwdw6X3xWEZLuCcJ8Hh3olLh3FojH6jN/gdzxBGlT/QMyN35u1alj7IQHuew9LmxFmAY2CRAGPx8vNzeXxeIqrCEfQ4NLdUWOdho2flRITLPe4IlyQ7z77xKOchGofu6jY0nW01eQdkeN6tMl7dH661+mUqyeV9fVzGtN1xX6XQR2ybxxbsOFO8uWDmtYplZ++3SO1e3TAWGXdb65x/q2j+55Z5neOu+/JnhMTZF5LdfpOGGPms9f55y4fnya6Lo9ITTpTbfHVbqb62Tf8YvPzsXjr5oxqg+pnJ0RY0uYJY7C5wctsuj2KWxvyr/2pTUNVDwJAVTXy0ADZRaZA8Vm+dQkOxA8o8fKtTh201W9vaGioeOmuBp9lJl2MRQilxATLxe8dWNXTd+ejBQnVjqDY0kyXJsYlCGFkCoWm01VF342xl6QLRoMn4HjqN9SJEBJyH3tvzw4946Gie/SdwoUrzRkU2iBnt4+TIxEyr6U6N/1xCSGEcJGAz6W37F9t8XIIW6qfPZcvNlT4JJswqH52QoQlpRRzE8b20iJhA5z8Cn9bhRBMXwAA4AdS/w8N4JdkbLo9MHZp85hvaukZ5jNv2vRQroii1X718d/UyXj9oN/Q2QHfVm1SQGBP330GNFUfmb2oFPVg0ths9rW0q6LKZ7VdJ9vSiqZjtOb4fnXGVF+12XMEotk2VhhGbtWl76Kg9SM7aisL1kZJFnqMXVefeI0yepIUjvMyazALAGqC//E3EHAgfkzff9y/99LdOL9t9kHTv7llrF9o/xX7klOTw1YN2e1b3RRIIjq/2+Nm28UbXDR4UqWMoOx66DNTH/PW1bbEEPr8mYiktuu8lnZl63yjbV6R1bZUl3rZL6SkpaenpyZfWDNRP3hpqIpgbZS0dPuyrKMrbcY6xbww7cBg1lgiAAAAjYHiBS4qEI7wvdOXsIdFR2aOk17mqfpiT8KWkZll80eYUsnUruzZ5a9VTQskOC9izfy3ZktWOX3jZ94vj4cbzZ5b7QabsSiZfCFCSFjxgMLqWdt1YiRG//GenOxYdRpXS9PsJAqzj+1yfsmf1QZrtiRdY9sDMedTrlzYuHDwe/qgGkkEAADgx/G905f0z9CXMxYIISTg3B1lu7zalkP1aOHXXohw8as/j9D0vroAQm4ylLp1Xon1hoWjDdHXFBMpk5Cc72BhoBiXS+Rq3vrgmds8AScjIsxgqKvqOhWzK6tTMdEKB5vIf7LFuOBZ8n663jDVxau5mepnX+dsdyjjtVhUee9cCMNgnIqg+tkJExGWFOxqH34rW1DxISV6S2enKWqODAAAAEhpcO2L7G1JuqD6Kyelz083M3WudkzP7V5+Qb7WQcXNOvb03L5RRcv1l3LEF6f8/vlXWXbFRMrqvF7GX6xLr7akfj4bE1cEOkQWtDMbvnlbH9V1KmZXVqeiVQFz/UOWHc0t0+vQY9nnMZUVr+Zmqp99qd+c1Zs9ovw4BkYD/ENXqAiqn50QYUlzvKcsD1oYxZH0ZE/e6WekrC8AoG4kXr5V3yWAH8t/eRrcZvC/vAeKwdp65tFNz4nxrmFbBujX1ID1nqh+s/8gmwmAOmrki9MAgEattu66e+pZyeRuerU0eL0kqt/sP8hmAgAAAOqAJ04DABoZOPsCAIBnHgEAAACgkYHpCwAAAAAaGZi+AAAAAKCRgekLAAAAABoZmL4AAAAAoJGB6QsAAAAAGpnvfeI0AACARg1uuQsaPlsbc7mIBtOXkqfn126NfJb9gdaqo/28dfOtOyGERJWZ670DM54XtjMdsjbEz1hL6YB8zoebFyIC9yekXbsmC0Y4jw3Pq5D9quLe85yspDXrDj7MLjbozl4X7GvMVJqo+FH82q0Rj98W67YzcfHY4DxIX1l2QhKce2Krb3TqA7Ke4fQ1wZN6N0cI5WVErdt/+kVumW47k8mLA6cObVtLmyn3wCBpS8KS1M+u/jGSyr26xmX9NVmR6hev/k4mPJrqJwIA1CyzHh3ruwTwA3n6OMdm9M/qt898mZ14+ZbcDEaD6Uuw795BPntDfu7y8Wmi63Lv+dZnEEJ/b/Z/18/9/G7zO8fd/TffiQmSnx/J2E1aMGz8LPzrJ1/n8HD/+CvWzRnVZt/jEWIwN3iTTbdHcWv9Ntw6tWmospYhAWEDV+zfPqhD9o1jC/z9nS8fVJad0Otor+ednKITthbfO75ka9ikk74IIe/A8Mk7Ivf1aJP36Px0L++pV0/W0mbK3rPz07d7pHZXUZL62dU/RgghXJC/8fhXN9hVv3j1dzLh0VQ/EQCgZrVoplPfJYAfSwWnXM2WLG0dE+NOr98UyMU1mL5s+uMSQgjhIgGfS2/ZXxqMvlO4cKU5g0Ib5Oz2cXIkQkrfGpMuxiKEUmKCqwZz+WJDhlo1pBRzE8b20iJhA5z8Cn9bhZDS6cvG2EvSBaPBE3A8VUV2Qmd+z1oda8UiYXpD5p0b8ilopksT4xKEMDKFQtPpqqL7d26mlJD72Ht7dugZDxUlqZ9d/WOEELp3YFVP352PFiR8Q/Hq72TCo6npXgIA1BQyCa6DBA1UBaecTCF4a9D43YJtaUXTMVpzfL/01xeVoh5MGpvNvpZ2VVT5TNPRcgSi2TZWGEZu1aXvoqD1IztqK2tpocfYdfWJ1yijJ0nhOC9TncGvH/QbOjtA05Ju8Qy67Vhx6PI9aquubkFb7Ux0EUKeYT7zpk0P5YooWu1XH/9N0zHV30yppIDAnr77DGgkFSWpT/1jxC/J2HR7YOzS5jHfUbw6CI9mbSQCAKiDBNMXULckapynl6HTaIpBjacv19Ku3D0XEuAVaXF8vjSCIZSeni7B+QhpUI3UhZQ0hBAuqnxwKXTl0tCRZ/2VtVy6fZmP/0qb7RLz8Ys7MKq5tAJJROf3rHjUfvEGJ1NNS+Jw37zt63XWY1Nm8i5P75128QEIoVi/0P4r9h0bYfw6PczbN2b0b7M0GlP9zUQICcquhz4zvWjeWnVJGlHzGMX5bbMPivie4tVEeDRrIxEAQB0wfQF1TKPpCyGNpy8YidF/vCdn5wSE5iOEzFiUTL6whxZVWPGAwur5bUWQKMw+tsv5IY4q2uga2x6IsUUI4aIi26S7KlpKcF7k2kUVFv6rRht+QzE9mJQZI7rTyaQeo9wFmxykwcjMstgRplQy1pU9u3ydE0KaTV+k1NlMhNDL4+FGs4Oq/ltCWJL61D9GYQ+L0MxxRxBCCLHZ7KoXz6pZvJpUHM2aTQR+KBiGIYQwjKTdvG3/4baem4LtuzfTdITv+Vf1O7vXI5i+gDom+0uRvvYkCElwXBaRrpNFCGnwkl3hYBP5T7YYFzxL3k/XGyYNupq3PnjmNk/AyYgIMxjqKmss4NwdZbu82jHXOdsdyngtFlXeOxfCMBhXdZXcd3CCXe3Db2ULKj6kRG/p7DRFRaLUrfNKrDcsVHvuIpdo2nCD9aduVwi4j6+E0ltaS4ND9Wjh116IcPGrP4/Q9L5cdlPjm4kQSkjOd7AwqLYk9bMrO0aK2dM/Q1UuIlZWvJrZCRMRHk0VewkANUkkEhwXvn2SvtCSMWNg91P/cTTtXkuFNXBkjAQ/8FNnP19eeGSytra2jo6OjrY2mUyWRXSrRJTR4OzLqoC5/iHLjuaW6XXosWz7Rmmwn8/GxBWBDpEF7cyGb9725RH2pc9PNzN1rtpd9gYmXZC+Oy71m7N6s0eUH8fAaIB/6AoV2ed4T1ketDCKI+nJnrzTz0hFovWXcsQXp/z++VdpIsLshPp5bUtd5edwOFu7Q0+f0M3SoOd2L78gX+ug4mYde3p+3vba2EyE0PUy/mJderUlqZ9d2TFSk7Li1cxOiPBoarSXAFCOpGdg6Lx8d3fqY+vJZ5xvzEIICUpvTx835+Lfr1oP+OX05Yh+2lSEEOft2TFW8+98YHr+lrbRsTOSnT6R8KlM00dHJtst2fNO0mrejqszhAecVh7MFzebEXzlgFtPhNC7pJ2Oi7bdff1Bt0MPj70JfuO++uJxozsNg5Gw+i4B/FgkEgmGYVpaWkOm7BKJcBIJu3V6eWVlJZPJNJ8ciuMSCoWUEbWEw+Eo+1P68jd2//59ExOTmqrspufEeNewLQP0a2rAek8E2RtUdvAjy8zM7NOHYCIuN2kQcu6wDKYLKh4jhCKtOoQN3XVljW36ttGLb3u/iXdACIUNMLi95nqw8TVD63Pl7xKqjkAiM+x8I074O368sd7U7qSF1+ZY/wkfb6zv/stFftlthND4DnpWJ/92H2749JzPz9P/4pXeUCygsVC8owYAtSrx8i3zgcYIITKZrKOjI52vkEjY7TMeP0/aKV2+dXp5eXm5WCxGCOnq6l5Nufvt933RyKlnJdO76VXfrvEkguwNKjsA1aIwu4v5WdLlzbfeJ1500KaRrT3C8touRMgBIbTjaVHSWCN9etfyd/Pk+kpw/k4/Jz06WdfCR8QNOuTnKF0Wcj6dfD33X6l0obf9FkE53KwIAM2Uln76C+JwODeil/zPZQ+OSwY67UAIkUjYjegleXl5AoFA2obJZCqOUFvTl9DEpFoaub4SQfYGlR2AagnKblJZvaXLr3miLp/vKoSRPs02snnitjSlH64bM8gIIYzEQggZfl6WSMTStblXQ1299z54/a68ktcYz7gAUL+kp1UQQlwuNy8vLyPKfejUvdLzLhlR7lXnLsrA1eYAgKbp/t7VbYb7SJe7alHyBGKJRCKRSHAxVxr8iUHO4om+bXAHp5XWG2Je5RVxeYU1Uy4APxJJFXw+Py8vPyPKnUImZUS55+Xl8/n8qg0IR4DpCwCgqeGW5p7ds2z05vywY2OkEb9hbWbvSeaJBPfifDoO+vSNOXfjZv5nXxQ+OaptMErTFDZd9XqZGbJQacyG1T/RKXdLeDW5AQA0dfjXeDzuu3fvUo+7vXv3jsfjyq0lHAHu0Q4AaDqkt36hMpv3HT4u8s79sa20pHHHM/Hnx09rvvKZdsf+a3779EyMufF7oy2HtS/RXh5e3Z0wFayMCzI2a8Nr1n1t5MXT/HvmbdsKucVVy2jUnyg19vpBw6f4AuPxeLm5ubIPlaoF0xcAQBOh4h2XtcvC4AAAFnJJREFUqtMvMu1R5NdBnS7Ot7O/+vK/bISqQxEu63RcUFCx4FPU6pZwi9LujVFjrx80fITnVJSdaCEE0xcAAAAA1Kl6eGgAAAAAAMD3gOkLAAAAABqZOp2+SHDuia2+0akPyHqG09cET+rdHCFU/Ch+7daIx2+LdduZuHhscB6k9B6shN0JRTiPDc+rkP2q4t7zfM6HmxciAvcnpF37cuWd+t0Vn/ijLEhI/S0qeXp+7dbIZ9kfaK062s9bN9+6k0bdpXKvrnFZf01FPaqLV6c7YZ2EVOxkdRIBAAAA30OD6cvraK/nnZyiE7YW3zu+ZGvYpJO+CKGQgLCBK/ZvH9Qh+8axBf7+zpcPatSdUA4P94+/Yt28+htZ2k1aMGz8LPzrSZz63WVvsfnp2z1Su6sIElJ/i4J99w7y2Rvyc5ePTxNdl3vPtz6jUXeEEC7I33i8+lvcKiteze6EdRJStpPVTAQAAAB8Dw2mL2d+z1oda8UiYXpD5p0b8im4MfaSdMFo8AQcT9W0O6FcvtiQoVZhSRdjEUIpMcHf1l1KyH3svT079IxHtUE56m/Rpj8uIYQQLhLwufSW/TXtjhC6d2BVT9+djxYkVL89RMWr2Z2wTkLKdrJGdQIAGojEy7fquwTwY/kvj6tJ4weKQQ3e5m/xDLrtWHHo8j1qq65uQVvtTHSrrr1+0G/o7IBv7l5VjkA028YKw8ituvRdFLR+ZEdt9Yv8hu5JAYE9ffcZ0EjVBr95i6TYllY0HaM1x/dr2p1fkrHp9sDYpc1jVCdQUrym3eXqJES4kzVNBABoCOB5jaAx0uCuuxzum7d9Z569dHHTLMNd3ju/rJCIzu/2uNl28QYX02/pruBCSlp6enpq8oU1E/WDl4aqX+E3dBeUXQ99Zupj3rraoCL1t0jqWtqVrfONtnlFato9zm+bfdD0asdXVrxG3RXrJES4kzVNBAAAAHwbDaYvPZiUGSO608m0HqPcBaU3pEEJzotYM/+t2ZJVTgTPr6+2u6rKKMw+tsv5JX+qX+E3dH95PNxo9lySGkFFmm4RRmL0H+/JyY7VtHvYw6IjM8dJL8uVuzhXkWLxGnVXrFMFuZ2saSIAAADg22gwfZk23GD9qdsVAu7jK6H0ltbSYOrWeSXWGxaONpRrLODcHWW7vNruUnJvdeuc7Q5lvBaLKu+dC2EYjFMxJiFl3RUTIYQSkvMdLAzUCX7PFq1wsIn8J1uMC54l76frDVPdXTFR+mdI4ZtQ6myRsu6KiQjrJExEuJNV1AkAAADUIA2ufenntS11lZ/D4WztDj19QjdLg+sv5YgvTvn9cxvZm1bp89PNTJ2r7U5oqd+c1Zs9ovw4BkYD/ENXyOKKY8reU6UL0uzKuhO6XsZfrEtXJ/g9W7QqYK5/yLKjuWV6HXos275RdXfFRBohLJ6QYiLCOglptJMBAACAmvXluVz37983MTGpqXFvek6Mdw3bMkDpbWAayJgNMHvTSwRAzcrMzOzTp5pPqwEATZsGHx5p5NSzksndavj+H7UxZgPM3vQSAQAAADWrts6+AABALYGzLwCA2jr7AgAAAABQS2D6AgAAAIBGBqYvAAAAAGhkYPoCAAAAgEYGpi8AAAAAaGRg+gIAAACARkaDu+4CAAD4QURGRha8fy/71aB162nTpv1QBYAGToOzL3zOh7RT2y0tLKoGRZWZAYtcR40cM33xupdckYogIQnOjdzsYWs9cvykeWceFGuaveTp+aUzna1HWI2bNPPQlWxNE6nfXf2W7K9VXZV7dY2aDzJUpyVhSbWxRXkZUQtcHawsrRymukVl5EmD6h84AOoM9rVazbXFsFmtjl+/toWEGLRp84u9/fx58+bPm/eLvb1BmzbbQkK+YSjCA1Ht0dG0gNo+3KAB0mD6YjdpQVphN/zzbe6k/t7s/67fgvOXE9z65/pvvqMiSOh1tNfzTuOiEy7u8fw5YmuYptmDffcOctt4PunqoQCn6GBvTROp3139lrLHFp7e8Ev7katlcVyQv/G4Wre4VbMlYUm1sUXegeFjV+27mnJ17yrb8MBPLdU/cADUJUkVtZoovpBXq+PXo20hIUMGD+7fv3/2f/l7I+L2RsS9zfvQv3//IYMHf8MM5hsOhKyAD0Vl1/+6c/2vO0WlnG8uADRVGkxfki7GBi4aJxeMvlO40MWcQaENcnb7+E+0iiChM79nrZ5ipcegdR4y79xJX02zb/rj0rQhxjRMIuBz6S37a5pI/e7qt5QSch97b88OXW0ji9w7sKqn75xqO6rfkrCk2tgiM12aGJcghJEpFJpOV2lQ/QMHQP3ifbzmMMiITqF37md7Ob8SISTBuVSmyaUVY5k0LSThU7W6PI9aadySyWzRcdmx53cPe3RpwdTSa7fg4CPpCO+Sdg7u2o5Gobbq3Hfj+RyE0A6j5n+V8TEMO/m+son9vz8yMrJPnz5du3b97Uzioi2/Xf/3eXzKzTkBeyLjLpmamfXp0ycyMrJqe2HFfW2WSSUuQQhV5B/EMOxgfgVCCOG87tra/1YIZfun/M3pIUb6zBad18S+knUXlN6eMryXHoNpMtTlHkdYtYBbdx7w+Hx9fX19fX2xGH/w+DlhAXIUDzeS8Gks0ycR3oYttLT02i/8fFjL35weaqzP0Gu/9LdHBnRKBV67811Q47730t0XlaIeTBqbzaYye4oqn6kIErrFM7iyY8XY0SPtXRZeyCz7thrYllZz115cvW/5tyVSp7umLZMCAnv6+hvQPu1efknGptsDF3VvXm1H9VuqKKlmt8gzzCfWZ/oIS0tXjxNe+32kwRo5cADUgZMOLiX2oR8rS4/MEM6wj0QIYSQtXPBub8vlJdwyhNHFgjzvpwPuvCt7GDtr/yI7n5z//ZtX9ujsvKMrZktHcJsZ6Hw4rULATdlltd51CkLI81UxQkgikbi2Ztb2aZ46ll9QYGRo+ODx88OxV93d56/euGGAx1IOouw8cS4nO9vI0DC/oKBqeyqrz5qORYEvShBCOXHHdU11j/+RgxAqebmu4Cf/viyqrOURh8XNPGJL3z8d+mqFbE5zaoJjjmVgblnhLtu3jq4XZAW8fPOWyWRp6+hSySQdlpZBa32DlnoF+fmKBchRPNwIo4v5/3m/+PleXvmjs3N/+3xYD/+ymLn4dEnBg15/uxcJcRapSU1DfwQ18M0jDKH09HSEEEIS1UFFHO6bt31nnr10cdMsw13eO7+tgGtpV7bON9rmpWpKriKROt01aikoux76zNTHvLUsEue3zT5oerXja9RSRUk1u0WxfqH9V+xLTk0OWzVkt2+MNFgjBw6AGqd47UvIvY9hXmN1aAyL+buKHn96reLiyo1LrGhkKkJIgvN3+jnp0SmGFj4i7qtDfo7SZSHnrrTxuf9KPSy6UkmU3vZbBOV/1ct21RkMw/T19dPvPdGmkyRGncLfZadmicm2i4UVpen3nuvr6yuebZoSPDQu4A5C6Mqe51P3uD7ffQUhdCfg9yFbXao225dZsnPO/6gUrVHu62Vzvs233kf5O2jTtKw9wvLSQmQFFJeWNdPVZjFouiy6nraWDouhr68vEokIC6hKyeGu2O3vJHdY92WW7HIbzmC0nL4lQNS05qA/iO+dvpixKJl8IUJIWPGAwuqpIkioB5MyY0R3OpnWY5S7oPTGt9WAkRj9x3tysmO/LZE63TVq+fJ4uNHsuVX3bNjDoiMzx0mvxlV9Ta76LVWUVLNbFJlZNn+EKZVM7cqeXf760/SlRg4cADVO8dqXNzyRiRYFIUTR6iriZcla9qpyYsCYQUYIYSQWQsjw87JEIpauzb0aatnHuIUOk0phNLFzLcowaPT8/PzdV7Kv3+OUVCKuQIIQYtBpONEnLB1Gh5Zc8ReKyrb8x9rM3qKXu7VMJPS7VBRq3b5qs2y+2JDx6UDIgq95oi4MCoZhVFZvAefLhZJ0KoXBoOuwGDo6Okwmi0aj02h0bW1twgKqUna4/9/e3Uc3Vd9xHP/d3Js0aRNaW/oARSxtihaGVTg9jtMyHI8Tx06P87g5Dh7HnE8H5ElKFdRNkbkBkx2cCIoibBN8qMCOMBzlzCMioMfKVCyUlqchVR5KSduk6U2zP4ohJGnoY9Jfeb9O/kh++d37++bmgQ/3/u6tPehtPdHoGWzRhBAxffLbtXHQQ3Q2vky5JWXVW/tc7rqP1q1MzZ8SplEI4a77bNyky45TTB2V+szGffVu51fvL49JmhCmZ0jzCieu//SYp9ldXvpiTHyB/1MB//aHHKi1xYNHb/tAQogtpdWFo1P9W3zzecWlnVKhB2qtZ/BAIUvqjleUH2965YNDerOnctcaU/zF73lrbxzQ09gtWrlTF0LoznLNnOlrb/tvX+HP509YtKHy1Dmn62w3FNjjnD59On/4EGNcwul3V9Z80+A83eB9f6XZljB+5E1nz54J7q+aM5/NOvK7XQvFsMUJpj6Lb1Ke3P10VcbTdvNlF+ZIN6mVTl0I0VT/pa9xsEU75fa0xM1mj9NXQFJSUrPHYzabTaYYo1EzGjXdo9tstpAF+Gvt7Q6WalKPNXqEEG7H3jZtF/Qw7YgvvjOB/U8Jvrno2b6frC68/c71B7P+MDc3TKMQovbgmwk3/MJ/nTfPXZL26arCibc/8fdTRcsfDNMz5OjFT923+/mZ48f85PHXj81cNjNM8SEHam3x4NHbPpAQ4sMLjSP7xITv09pAbReypO54RXOWzT2y9vEJY8YXramcs2x2S2NrbxzQ08zPS5m+fEe9u27nihnJI4o6sIaJg+OH5WTGidoNix67Nkb77LxLCJETazxc39DVxUZfakpKZVXV0OuzFv72zgThtmx+xrL5mQTh/nPxA8nJyZVVVakpKcFLTV46dvk9awqeHSOEGL149Cv3PH/r0sKAPvdf16do3T5dd/57xVPq9weAFhSkTVtR6tLdZSVFA/Nm+Qq4Nj210Vnncl08vcvj8QghzGZzawX4tP3tnjbAOmf9vkbXudeLf9/WrYOeRPHtC92/f392dna3DvbxnDs3T1n53IjkLuzZHSI2eu8bCIiAioqK3Nzc4HZFUYIP7jTW7Lpr/NRtn38zcMTta7e9UZAYE9Dzivcdx1+y5zziShjy5Ppt+e8XjvrLoSZnzdG3ZuT85m3nhVMhB5Vay3nLN95444kTJ/57+KSqqSOGZKelJJWVlX28Z8+8R0NcZ6G56bv0PvbdNTWDzKqn8UTfhBFf1lanmwzCbzOe/3rt2ImzDzhss1aVvjo154izKdagNDnKpk2e+vZH5daBw594dcsjo9P8Czh//rymaZqmteyDCVOAb5S2v91nP185+rbiivo+j/z1vWW//mGz3gvDaO8W0fgya9K4e97cOtxq6sKe3SFio/e+gYAIaC2+oKssWbo0Nzd3UEZG//79hRDV1dWVVVX79+8PGR0kLWDPzm3xQ0dd31f7dOOscUXKhf9x/SrJRDS+AEDnEV8iwP+a/V6vNy01NYp/NKA7CvjbfRMe37T7ZI17wNBRize8M2VIb76Mcq9EfAEgGeILAP7iNAAAkAzxBQAASIb4AgAAJEN8AQAAkiG+AAAAyRBfAACAZIgvAABAMsQXAAAgGeILAACQDPEFAABIhvgCAAAkQ3wBAACSIb4AAADJEF8AAIBkiC8AAEAyxBcAACAZ4gsAAJAM8QUAAEiG+AIAACRDfAEAAJIhvgAAAMkQXwAAgGSILwAAQDLEFwAAIBniCwAAkMyl+GIwGHRdj2IpAHBFuq6rqhrtKgBE2aX4YrPZHA5HFEsBgCtyOBxWqzXaVQCIMs13Ly0traqqSghhs9k0TWt9EQCIAl3XHQ5HbW2t3W4PfnZ16beRLwlAxNw/NtX/4aWYYjabs7OzT548efz4cY/HE/HCACAcVVWtVqvdbjeZTCE7BPy6Aeg1gv9/ctleFqPRmJGREblyAAAA2o8zjwAAgGSILwAAQDLEFwAAIBniCwAAkAzxBQAASIb4AgAAJEN8AQAAkiG+AAAAyRBfAACAZIgvAABAMsQXAAAgGeILAACQDPEFAABIhvgCAAAkQ3wBAACS0aJdAABAPlu37412CZDVpIm3dH4lxBcAQEfkDB0Y7RIgn6+/Ot4l6yG+AAA6IjHBFu0ScPUivgAAOkI1MHsSUUN8AQB0hIH4gughvgAAOoL4gigivgC4eimKEtzo9XoVRfF6vZEsI5LDdZWA+LIku++8ijNCiBijsbGpKUpF4WpBfAFw9fKFhoAAIWOYiDxVuSy+/POcq1gxCCF03ROlinAVYdcfAAS6uFfG22i0DDr4j/n2pNjYxIEz1x787OXZgxJjLfH9H1z1ZUtPd+2+X44aFm+Ozc6/u6wucJdD3YlNBdkploSMBSVHW1pcZz4ozMuK0WIybp60vboh9LjtqsHbaIq74cC6RzMTLZb49Ie+LyzkjqWupRgU32354KS9Fxo1TX3jjFPTVMWgKIrbbM06tOGx61OstuSM2esOla2Za0+2WhMHPPzyVy1LNTk++dWtuYlx1ht+NOXzBt1/hdx6663LPn9eAJDfqh3VnVk84MfQ91AxxPx04cbzrqbDO5/ULFljF77Zct9ky2vpsO7H6SMXvu1obHhvUX7Gz94NWO2Lw1Pufffgd1+stvab3NLySn6/0U9vudDo3PH8uNS8lwKG8y+j7TUY1LjbFmwMaOxu7/1rT0BL8Kvo5NZDrxT8yWmL4C+4lAdcASDA6tJv7x+b2uHFAw4e+R4qilLh1O1m1dtcb1CtlU4906x6m+tVLb65WRdCDIkzbT3nzIhR9YYvrP0ectXu8l9tdqxxR43ruhjV15ITZyo53ZATq+kNB2KT73DXlwcM5w06nnXFGvw7+Bq729btewOunRr8Kjq59dArBX9y2iL4C87cFwAIx25WhRCKIU4Ikfn9fa/34vSOKpc+yHzxh1QxmAOWPeby9DOp/i1HXHq2RRNCaJbBuutol9Tg38G/sSfozNYDwmDuCwB03GCLdsrtadmb3exxBjx7rVk96rpsX4jdopU7dSGE7izXzJkB/VVFqW/2CiF0Z0V3Vt1ThN96QBjEFwDouAUFadNWlLp0d1lJ0cC8WQHPTrcnLNx06OyB16yp41pa5uelTF++o95dt3PFjOQRRQH9c+OMSz486nFfeGfRDIva7XNvu1ZOrPFwfeBk5PDCbz0gDOILAHTcHW9tTtoy+xpL7IR5/3l0aXHAs/dtfuFocUH6yKemv/ByS8tdJRviSx66Jjbp4ZJrNm66O6D/a3+8d/XknLjkH3w06E8DTFpTJ6YmRuDMowBb1z4wrF9WuxYJv/WAMJi6C6A36OTUXbRXxyZgAl01dZe9LwAAQDLEFwAAIBniCwAAkAzxBQAASIb4AgAAJMNVdwEAHbF1+95ol4CrF/EFANBunDWN6OLgEQAAkAzxBQAASIb4AgAAJEN8AQAAkiG+AAAAyRBfAACAZIgvAABAMsQXAAAgGeILAACQDPEFAABIhvgCAAAkQ3wBAACSIb4AAADJEF8AAIBkiC8AAEAyxBcAACAZ4gsAAJAM8QUAAEiG+AIAACRDfAEAAJIhvgAAAMlo0S4AALrG6tJvo10CgAhRvF5vtGsAAABoBw4eAQAAyRBfAACAZIgvAABAMsQXAAAgmf8DmABk1YqqPF0AAAAASUVORK5CYII=" alt="upload area" /></p> +<p>Loading this text file into gmkin using the “Browse” and “Upload” buttons</p> +<p><img 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" alt="Screenshot of the browse and upload dialogue" /></p> +<p>results in an an import configuration area showing the top lines of the imported file, and giving the possibility to chose the import options matching the file format.</p> +<p><img src="data:image/png;base64,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" alt="Screenshot of the import configuration area" /></p> <p>In the import configuration area, the following options can be specified. In the field “Comment lines”, the number of lines in the beginning of the file that should be ignored can be specified.</p> <p>The checkbox on the next line should be checked if the first line of the file contains the column names, i.e. the names of the observed variables when the data are in wide format.</p> <p>As “Separator”, whitespace, semicolon or comma can be chosen. If whitespace is selected, files in which the values are separated by a fixed or varying number of whitespace characters should be read in correctly. As the tabulator counts as a whitespace character, this is also the option to choose for tabulator separated values.</p> <p>As the “Decimal” separator, comma “,” or period “.” can be selected.</p> <p>In the next line, it can be specified if the data are in wide or in long format. If in wide format, the only option left to specify is the title of the column containing the sampling times. If the data is in long format, the column headings specifying the columns containing the observed variables (default is “name”), the sampling times (default is “time”), the observed values (default is “value”) and, if present in the data, the relative errors (default is “err”) can be adapted. The default settings appearing if the long format is selected are shown below.</p> -<p><img src="data:image/png;base64,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" alt="long" /></p> -<p>In our example we have data in the wide format, and after adapting the “Separator” to a comma, we can press the button “Import using options specified below”, and the data should be imported. If successful, the data editor should show the sampling times and the names of the observed variables, as well as the imported data in a grid for further editing or specifying overrides.</p> -<p>After editing the title of the dataset and selecting the correct study as the source of the data, the dataset editor should look like shown below.</p> -<p><img src="data:image/png;base64,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" alt="successful upload" /></p> -<p>If everything is OK, press “Keep changes” to save the dataset in the current workspace. Again, you need to save the project file in order to be able to use the dataset that you created in a future gmkin session.</p> +<p><img src="data:image/png;base64,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" alt="Screenshot of the default variable names for data in long format" /></p> +<p>In our example we have data in the wide format, and after adapting the “Separator” to a comma, we can press the button “Import using options specified below”, and the data should be imported. If successful, the dataset editor should show the sampling times and the names of the observed variables, and the Data editor should show the imported data in a grid for further editing or specifying overrides.</p> +<p><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABVIAAALlCAIAAACpSYpqAAAAA3NCSVQICAjb4U/gAAAACXBIWXMAAA7EAAAOxAGVKw4bAAAgAElEQVR4nOzdd3gU1doA8HfK9s2mF5IsCWkkJHTpCtIiICJFUEQviHQQxIKfXBRRLgpelY6gol47FopAAAUVIRABQ0lCIAkhJEB6L9tmzvfHJJvNtmyShST4/p48MDtz5pwzs7M7+845c4aauBhuxN+nUqleeeWVLl26BAYGAkIIIYQQQgghhNowjuMyi0offPJf2ktnx4waXVJS/MIb71tNyd6Iv2/atGmTJ0/ef74w80IRXCi6y3VFCCGEEEIIIYRQM8T9+OPlW3kLH+w7sH9/oCiraViVSjV58uQD54sosJ4CIYQQQgghhBBCbdCpE1cjB4ZJB4988rHx769c+uKqDyzTUIcPH75u8Lv7lUMIIYQQQgghhFDLed8XuqB7WJ8+fV56c73lUrZLly5Zl0rufrUQQgghhBBCCCHUcgagWJYFAKv9/FkvLy+KKr3blUIIIYQQQgghhJAzGHji5+cHYP3WfVYqldI27vtHCCGEEEIIIYRQG6cntROU1dZ+sN4LACGEEEIIIYQQQu2AI2E/fTcrhBBCCCGEEEIIIWfRk9po32bYb9nJnyfEMilCCCGEEEIIIXSHlJcWp6Ukl5U4ech5V3f38C7RKjePu1MEVXjr6LYNty4nO7cI/6jo4fOXEC9/sBbC63l7ITzr3KoghBBCCCGEEELNkHT27GOPPBgRHuLcbK+mXfvh598Hjoi9O0XsfuPVhS/NGThgpXOLiD+VuOWNV8dv/tx+Mjud/C0WYGs/QgghhBBCCKG7SKfTRoSH5BRWOTfbiPAQne7wXSuisrhoQL/uVSnnnVvEgH7d1xYXCdOWIXzj9/bTtPkCjnduDRFCCCGEEEIIIXsoiiIE7HZXbw5C6oPhu1AEABCO5zmudkZdWQSAompb2CkAoIAQs+ftUQQIRQEQCihSuyJVmwMxidItQ3idA0P64VD+CCGEEEIIIYRaU11c6vy+55T5hPUiTh795Vz8SVuZ9B44aNDwkY0WAQA8ZyAGAzFbRoAA7E29/Wt6vjB7RJjPo5EdLOdYZk4AeM5Qn59FCG/gbS6CuiH9cCR/hBBCCCGEEEKtiqIIAA9ObpYmYPLUertFnIs/+d3XW23l8/iTCwYMj228CADCcbxBX9tKTwFlcpHh1/T8H77bLkw/9vhcwnFHM4tM54wN9QLTiwjGSwYcZ5xnGcIbW/stR/sDW639VpM2CSEEgPA8IYQQwhNCKACex5sHkD00TRMAiqIoiqYoiqYp4VVr1wshhBBCCCF0xwm//J3e1k+gNsBoeRF2VjQWAQC8wcDr6p6pZ4z7CQAFw4LcH3t87q5vtgHArm+2TZk6f9c324RIecrU+cOC3IlBT+q79oPxzgDeYIC6UN1Ka78xtUX/f6gN+53a2E8I4Xme5zmdVlNTVa3RanUGHc/xPOEp53fWQPcUQgFN0TRDi1mxVCKRKeRiiZSmGZqmMfhHCCGEEELoH4ACZ7f2myEAVGNFPP7kAtOXxi4AtlY0v0kfgOMMxpJMb9J/OMiNEH7K1PnffLkZAL75cjPHcQAw9alFQzu6jgl24w0GQoCiGlxiMAulLUN4Xd2o/He8k78Q8HMGfWVlZUV5KcsyXYJ9OwV6eaiUrko5y9Asi88LRPYYDAYDx5dVVheXV2beLEq+lstxnIvKTalUMqwIg3+EEEIIIYTuYRRFFRSXXb2Wa3Vp2vmE68kXbK0bHN09vEc/q4vktJ/pkH6FxeVXbBQBAEVFtaPlj5w2R5j45asdxplXruVYXUtmUgQAFKZcyPzpK1tFhAEUy4OmPrVo66a3hDkLnnute83NsMT4K4m2VoJOYolx2jKEb3wkf6eEUoQQjuMqqyrKS0t8VPLRI3urO3gxNE0IECCEAAHQ4xMCkH0UzbC0p7vKy921c3DAyAEx2bmFx89cyc29pXJzVypcGIbByB8hhBBCCKF7FUXZvOX8evIF4z3wlh57fG7nnv1t5WlehLWe8AKtVitM/PLVDsuZtla0DFIYsYTUNfUbxxUAAkCR05KACyK/D/67wpjtB/9dsfSl1RTL9NfcgtrB/uvyJFb6zDvnAX5NRQjPcXxRYUFlefkjw3rGhAbyhBBiHE4Q4zTUBLUHNgEAWt3B5+lH/ZIycn4+9rdGWePl48MwNIWDUCKEEEIIIXTPoSigKIpmbP7az8jIsLO6rRUpk+HChCIY2mYROp0OANauWWY5EwBsrUg1HJGMYhhWrrBIRQCoeNr7POW5ds0yIc9Xlq8Tylq7Ztkry9fRrGggX2C9CIYxTluG8HoHRvJvUVhOCOE4vqggT6epnv3YEA83F4PTH4OI/qkIAZ7wXUL8/TxVn+85XlSQ5+ntyzA4zh9CCCGEEEL3GoqiWJFIKpPZSqDX6+2sbmtFViQy7eTPikSS5hZha0VWxJpGKIxYIlIohRv+KYqY3qb/t8Zz9aqlQikrVn5wH1vxyvJ1q1ctBYDVq5auWPnBEIUGhFWMIwICEfI0ZmIZwjce9lu2nTYppuJ5vqK8rLKyYuakB91dXTDkR07HE3BXKZ9+dPAnP/4mlkhd3dxp29fnEEIIIYQQQu0RBRTLslKJxOrSqPv6r1j5ga11o+7rb2tFlmWpugeE3YUiAICRSkVKF5Nu7/WD+vWjtMYi+sm0QxSEqWowR6RQNhjIn9TepcBIpVAXqluG8Ia6Cdthfws6+RPC85yhpKRozOBeXioXa/cdIOQEBMBTpRz7YO8DxxNdXFxomsKu/gghhBBCCN1LKJpiGUYsFltd2nfoQ32HPtSMbFmGMca8d6EIAGBlCpHCxWrKEQoYAcYx70QAIss5DdeovQTAyurvGrAM4fWNjuTfkv7SPEcKCwvcXZRRIf44Xh+6owhA5+AOZ5OuFRbk+/j6M/hcCIQQQgghhO4hwo39IpGTf+jTDG3ayf9OFwEArEzOyhVAgKIATPv4U3V99wmhKOGxfwTA2KRfn5Sqe2afsd2flcnrs7EI4Q0OjOTfzG0jhDcYdEVFBU89MgzvtUZ3AUVRg/tE/W/PMXcPT5qRYoM/QgghhBBC9wyZTH4r52aIOtC52d7MzpHVxcx3oQgXb5+kjFs9Hprg3CLOJ6W5ePsI05bBt8HkeoHlui1q7ed5UlZa5uvlEeDnbjWBi5QCEAIzA8cbaBr++uuvioqKmpoag4EMGjDAx9e/LgEPQFdouObVBP1z+Hu7+3p5lJeVe4olJoNZNkImqb+eV6M12EmJEEIIIYQQahW9+vf/+dBxjUbj3GylUmmv/gPI3Sri4WWvbXr7jcriIucWofTwHPvqG8K0tdZ+ytYiaOFI/jzPlZeV9O3RmWVoGzf104QQwhvS0pP02ppbubnXb2RLJJKigkKaEel1NVWVNVVV1bPnzmEZMWMzk2aIWyJb0znpzwWhdTMyNo6M+X6C6Rzr0rcOjXz1NADM/qFm20izhYfnu47/CACg//uJvy0OMV+U9Hbj+cctkT3yWd2LGXsMG5pz50jLWeyf9oNh6IhO6r8uXHb39GAcj/sBls6eCgAffPTNHasaQgghhBBCqPkILeo5cPAdyfkuFiFRh07a+sWdKMLIMoTnSH1zv5X0UPuMwQYcKYkQYtDrazQ1QQF+QMDqHyGEosiNG5kb3t9QWaH55cjxeXOeX7H87e7dBwwfNrakVLd+w+aPPvl44/r1PDEQwtnKpzl/0PBlyOJfqv9cENLIWtc2PfNql5/Lqg2J65IeWxjXYGn6xpHjk96+ZCirNpQdWxxSvyh961DWdR/MAAcrNqA2k0vvp4yf/4sTN7kl+6eV/jKvZ2//9Juaao3wsqZas/3TbzKvZ9tfKyTQT6PRGvR60pQxJAP8AwL8AxxPjxBCCCGEEEJtkGUIz9UFRhRQln/WO/nTDoztz/N8dXWlh7urq1JqKw0B/fnEcy+8tHTZi68OGTZaq9WuWrv+0K/JlNy9oJqJ6jl+9XtDK8qKxo3ptWbNG6+99prQ+6D1pB/66dSM/xsNACGjJ/ddtu+XzaONDf6/fPACrEu11jwetuCYYQHELdmZ1LTSQsO7wPdpGTCyHTa5O8vh3/4EgM+/+2n64xOFCWHmvBlP2llLpZR5uLtWV1fK5DIHn+RH05RC5SJMOHJ4I4QQQgghhFDbZBnC8wQAwFazqPWQyfLigZUeAYSqrqrycHWTS1lb7bLl5SV//fXX2rffefjh8dXV1QRAp4W4uNNKpeqZp8dPe3J8Xn5RUbnoqenPr3z9zRdfXGo9n4yNI+Wsq5wduXnjEvkDWzOAQNwS+QNbj9TOX3IEMjY/4FqbJt3YmA0gpGRdF8XVrmJcd/N8s/QEgEDaldMDOocCASCh4V0gKS3DuChu/84BE+A917oSrTafg2Ot7LXJjuz7bOby+aG1VVqy6AFX+fwjJttrLOjIImOJxq0AkrFx5KI4AulbhzVIbLL6/CNgkblpNep3bO1OOLKoNivXRXEEwIHMW/o3/fEJwBPgyeff/Pj5Nz8K0zOemGh/LbmU9XB1q66qAmLvEJVLRcY/iqJEIlYkYi3nI4QQQgghhFA7YhnCcwTOnj1r6zKB9dZ12oEB0jkw1NRUuwWrWdvNrampqampqQP69ktIOCXchi0WA0WLVq7495XkU7SI//7H+KvpuVWVep2O79Gjl7U84p7v+kKXPYYjsXBt8wO9AN6unX/q1Xcm/11tCDky3208m7IutbQ6DI7Mdxv/3i+LjPfkp28b9gjsMZTGAkCcSZ6nXk1dXlq9zSI9AMSE2W573w3j6taa/3C1xZ3/jjr1alf2VQCA2d9XjzbOTIlMLa0OM91eyNgY2/WBbZf+nD9u9uR9cetjR8ORfSn9ISUuff6isGtx30Pkp3DkvVe7/Fx6zJhP3PNdv59wyXAkFODI/NjN6SMXmWbesBrCDszYGNv1mW2j/5wfCiM3G0o3A0Dc8/I125aOnp/RaOZmeTaZVCab/uSkz77+Xjh2CSEznpwskdrsPyJgaMrLQ5V9+zYAsXOs0kAvmTNVKpUCgEqlCg4KAoC3VywtLy8HAI1Gs2HHN44c6gghhBBCCCHUflkP+61ePzBFCCE8V6PRBPh62Lm7unv37tcy0iqqq347dqJnr14sKwYAoHhW7MJTwHN0TEyXA3HbL/wdLxazOp3GSlYZacn9398eCwSg06LlM5atqWusHrDmo8WdAEjsuBmQFDE6jABA7LgZsCYtA0aEAgD8NDsSJqYeiTVvigcYsGbpaMv0AACQZPrStH0eAMaPFtZ6cU3/yANHto2ItdgtJg3psV1fOAMAMHuX+QWCAWsu/Tk/FCBjY6z8gTRhGgaMFzYhIy0ZZr8s1Dl08UszXziYASQ0qk9K2jUYnb4vafz/Td79zsFri8Yc+gnGfxRGIKrPzkdGRqYeESLwjLRkOPVZ7WUFgJnjhO2tzdysGsIOrC8F4Mh8d2HMQhiwBoCENpp5S8N+AOAJ8DwvDErBE8ITsHNEGfn5eNWcu0B4DmwfrhQF3j6+3t5eACCRShUuLgAQoFZ7aTQAUFBQSFHNf4wFQgghhBBCCLULNsL+RltAeaLVaiQiVqWU24nSaEZ06eJlhpZcuHiWNhlz/b7+/Va/801eYZ63u0f3aL93XjsMYHj22dnlNRZZEJN/jXNIwwnr06cABpxJTQMS5vC64RH9615mpCVDzJgQG0XDgAizRWYJQhYfqVrcYBMsk4WMmdD/havpACEmM61ub8iYCfDMofTwqymTF28aA++8l54Ou2Hy9hAAWHykanHmlgfc5adm7DZ8EAoAs3dVmVxoIHHm22te2/T0FIBHANI3xo6HXVWGkZC+bfgzQABCG83cIs8mqqmu+fSrbwHA+OTGT7/45plpT8jkMvsruqnkEhGr1WokUill4159iob3Nm4zvvxo6wYAWPryv41zyqq02NiPEEIIIYQQumcopVZi/GZ28ueAVFdXebq7uSmldoI/iVix5u11Tz099amnn1616vUVK14HkFMUlZV+6YfvPx4ybFJs7MS/Tuzngfv2u2+fePxJAN48i9Dw6NOPbDzy3AexkLllzWcAaxrE62B7esCEHcdfXi+K3XL5yMIwi2RW1w0dNRF6rY+bv2lU5qHvz8xcPhIIwKGlijURF4+PmfnIlPVx8zeNgiP/XX46eldo/aL5oZZZ2UcAADIO7D49YEJowyqFhkfDCwePbB0ZC5Cx8d2ds17eRISKzZ2zBibu7AShoyYmbVxPYOKLneqK67Tw+N8weG5aGsSGR8ML7255YeTCMCslNnBq96G0+QvDIOPA7tOzXo4lcCTlTP+oMCCQcWD3aZjgSOYZG2O7XX65attIywnHdsTOL74WJp6dPhUAPvn8G2Hmwrkz7a/oIhN5urtVV1epXN1tHa5aPckvrX0gp0zMVFXXAEBFtb5GZ7zI4ND9LAghhBBCCCHULryydIHlzGZ38ucryys7+HnJJKz9SJeimK++3LV69ZtHjvx65Ur68NHP0BSbkZn5zRebff07fffT7z6BXTds+fq/b78E1oPmUe/vnuUxQfQZQJ91702HH8CiUdzqv8LEiE2X04dHuf/03rmjEWaLLP8FgOCFO9cMj3JXAPR/79zRUaZLR2y6XLsIBqy5eHxEfVbp24ZHLT8NAADdRMv7v3fu6OJOdnYdnFreTbQcavOZF2pWpVHvX3zvoW4i97oEQkHBox6DZT9M2BEmTCcv+2HCxTACAEfme0z4GAAAZu2qCiMQ9v7F9x7qFuW+DAAAZv5cvMlKBwIAIDCgS+pMd8UpAJi+Wz8CgMS+uGZtVC/Fi9B/1vT+AACk0cyfN+Zmc8K+0bHD4g7/OnPGNIlUBgAzp0/d+dlXox8a0ejqCqnIzc3tdm4h8eMpyoEHQFBU7bCWNsbAQAghhBBCCKH27n+f7bScSRFCjlwsMJsrtIvaQgjR67SJiediHxjYM8reg9Dd5axxFSHWOno8+Yf9f1+7+teAnj7/XvHqzHmvh3cZWnAzZeN/lwDoS6vtxmMZGx/qdvnlqm0j7CVC7QxFgeljJsxe2nH+8s3Df8b37NlbJJY0GslLxcz6dasA4PllKzUmrf0IIYQQQggh1L4oLO6JXsNJ/+ilGjt27Dff77ZMb6uTv70giid8VVWVmGE6Bno52KprjMoGDoie/PgMlQs5tOcsBfDRh2t69Y4tKs6tLE/7ZMcG+wHfr+tfPNP3vVAH25FRO2H2njsY8wNAUKC3mGGqqqrcxeJG++rTFPXGqv8AQHm13v7hjRBCCCGEEELtlNVQx1Ynf5tBFCGE50hhYYE6wF8lE9uP0YqrDJYz09NPAUBJ3aITJw8KE6VVVjNL/3BY1L//EqZnfVe5ONgJA8mhe4FSLlYH+BcXFbq5elBMI2G/Vk8KynTCtJ3DGyGEEEIIIYTuMbZG8rfdHMoTA6fPvX0rdtIYlrkLraZh847p5935YlC7w9LQu1vEFz8cCAoOZoGhaAzmEUIIIYQQQv9s1mL0pg3pRwjhOC4rKzMkSB3g646t7qh1qX09OgUHZmZeCw+PZGkax+pDCCGEEEIIITO2wn4rMwkhPM/l5d3Oy82dN+1R2k6PAITuCpqGh4fct/WLfSqVawf/AIZhMPJHCCGEEEIIIVOOtvYTnucMhoL8vJTkpMceHuLppnR86DWE7hx3lcuE2EG7DvzOMoy3jy/LstjbHyGEEEIIIYSM7I3kTwgBQnjC8xyv12uzMrOyb2ZPfWRYZGhHHmN+1DYQAtHhwVMfGfZ93HF1WXlQpyCRSEIzNE3RQFHY+I8QQgghhBD6h7Me9nOcgfBEr9dpNDWVlZXlpWXllZUB3i6Lpz/qqlJxGPSjtoQjEBkWtHj6o4f+PHvhwkWVUqlyc1UqlVKpTCQSUzTFsqLWriNCCCGEEEIItQ7rYf+p+JPChEIuDfL37dEnKtDPQymT6jiCMT9qgzieuLi4THtkWEW19mZeUdr1W9evZVTVaFq7XgghhBBCCCHkZIOHDG1Seuth/4p5j3E88IQQAEKAJ8ARojFgwI/aLkJAYyBiiTgsyD8i2J+igAKgKYqhQc/hoYsQQgghhBByDoPBwLLWQ+m749TV4ialt17XCg3vjMogdLcRAgYwDfIx4EcIIYQQQgg5k05rEEuY1q5FE1gP+zFUQgghhBBCCCGELBl4rn0NHmarZwIG/gghhBBCCCGEkDmDQd++QmYbrf0Ob4KB4yorqyqqarRarU6vF1akKBCLRBKJ2EUhd3FRMvgcdYQQQgghhBBC9wTOwDkeMt9t1irW/HEINFptfmFJeWWlu0rp5a6SSjwZhmEoCgA4QjiOq9Foi0srcnLzXV1cfDzdJRJxs8tCCCGEEEIIIYTaAo7jWrsKTdOcsJ/j+LyCotLy8kA/7xC1H01R5plSFEvTEpHIzUXJE1JcWp6Rle2mUvn5eNLY8o8QQgghhBBCqN1qy2G/1V4ILABQFunsdFjQ6XSZ2bfcVcroiBCWoW3la0RRlKe7q6tKeTu/KCMrJ0gdIGLb05iHCCGEEEIIIYSQkYHjW72Pv3nbu102WvttbIRGq71+42ZwoJ9KqbCTzEoxNKP28ymvrEpLzywtrxSJWvMhhwghhBBCd4FcLouOCDWbeTkto7KqplXqg9CdYPU4R+je1+pxvw1SsZVWdhbASnO/1U3Q6XTXsm6GBgcoZdLmbaOLUhEaHJh9K/e+qCBs80cIIYTQvW3f74mWP5lKyyrHPdizFWqD0J1h9ThH6J7X+oe9jeb+X347YTnT0VZ3juczs292DPCVSyV8C0YtlMukft5el9Jv9o4KpukmdUxACCGEELoXMAw2fiDUHCKmNnzQc60fcyHUNvW6r6/lTEfD/rz8IjcXpZtK2fJ6uLm6lFdVZ97KDw30bXluCCGEEEIIoX+IC5fTu0eFtXYtEGq7Sip1ljOtj6tPGv5pdbrSsnJfb0+ekEb/Mq9fz7pxw34aPx/PnPxyrc7g3C1MTk52boYIIYQQulfdhZ8NxMYfQvcSW8e5g39vrFy56o2VLczE1t9HO7Z/tGP7Hcoc/+70X2ZmZqvXoc3+NZX1kfzNcsovLOng68XQdKMlJCWnZGZeJ4RotbqwUJtje7A04+3pnplTEBnSwVYajUaTnp5+8+bN6upqAJDL5QEBAeHh4RKJpJFKIIQQQgi1BVZ/ndn+NZWVlXXp0qX8/HwA8PHx6dq1a1BQ0B2sHkJO0bwoBAAArqSmnj17BgDSrl4ND49wtCzHStz5yUd79+wBAJqmZz47u5lVtGbDB+/t//lnAkBZPMjcFCGEAhjz8NilL77krKIXLpiXevmy8Ex0nucjo6K2bP3QWZlb4nl+4/oPAGDx80vv8oPYf/vt2Dur3zp89DfnZptw+tSRI4cvX04pKiwCAC9vr65duw0dOqxf/wFNy8jhw3771i0//vg9Txw4Wih4bNLkuQsWOliFZozkbx74m26CgeNKy8oD/LzAbkUBICk5+UZ2jkLpAkCuXEkLDQ21s21uri4pVzPCg30ZaweQcNrr2LGjh4eHWq2uqqoKDg4+duzY5cuX+/Xr17FjR0e3DyGEEELoDjidmNK/Zxf7aZoU9Z85cyYxMREAlEqlwWC4devWrVu3evbs2adPnxZXFqE7qAVRP3z77dd+fv4A8PVXX77+xpsOluVIiTs/+ejgwYOBQZ0A4MDBgwTAiZH/sd+OdewUKhKJGk2p1+t//+O3550X9t/MuRkSFiGMD8Jx3M2cm83e+Y3SaDX/eWvVhcTzAFBQVLDi9TekEukdK60ex3E7tm/79ZdfJDK5E7euoKDgnTWr065eVbio5DJFUCc3ADDodefPXzjx54mIzhH/t3yFt7e3g7k5ftj/fPBAQMdOjjRda7WaQ0cOz3E47AcAx2P/xu/tr6ysUrkoRWwjKZOTk7Jv3JQrFCzD6g36Ll0i7V/PYBlGqVAUllT6eqrMFl27du3atWsjRoyoqanJz8+/ePGiwWDIzc3leV4kEp0+fZrjuE6dOjVac4QQQgihFqrRaE8nply7cUur07uplP6+Xn27R164nJGYnNZo2O+4rKysxMREhUIxfPhwPz8/AMjNzT127FhiYqKPjw+2+aN7UmZmZnJySmDHYAKQnJxy7VpGSEiLHgR4Kv7Ef9euK68sF4vEKle3Dv6BCqULADAM88uRX378/nudXqdSql56ZdmAgfe3pCCFwsXD08uR1m+e52uqq1pSlnnRLi7uHp5CnEUIqXZq5qZKS0r+/er/5eXlPrd4CUVRH27b+uKSJf95+x03d/c7VKKgpLj4rTffKMjPj47pmpGe7qxsb9++/eLzi2lW1LFTiEQqZRjW2GPCjTNoNZq8/IIlixb894MN/v7+zipU8PiUx/+MP0kzjR8tIrFo4sRJTcm7Ce39jT/Ar7K6Rqlo5EJLUlJSds4tmULJsKzeoA8O7hgcFNTo9Q+lQlFYZh72a7XalJSUhx56SCQSSaVSQoinp2deXl5lZSUA8DwfHR19/vx5f39/B3v7x8XFjRkzJi0tLSysdvCPQYMGxcfHA8DBgwdHjx5tdnnCNKVpYmLx/AI7iywLNUpPT//qq6+ee+45Dw8PACguLt60aZOwSK1Wz5w5U0ggzJk2bZqQw6pVq4Q5xhUtszLOTE1NHTt2rCM7585pYTVWrVplul3CXjLbUoQQQuhOu3Er78jxMxpt7fBIxaXlxaXlKWmZPO9oE5SD6S5dugQAI0aM8PWtHfDYz89vxIgRe/bsuXTpUqNhf+qPy3YmCJP9Zq6bFOlQmak/LkuOdjQxQvY0o0m2ID//qy//p1C69OrVgyKktLjoqy/+N3f+Qm8fn2aXuGnDJhc3N3dvH5ZhxBIpRVHVVZUAQAhxdXOXKxQAwHHcpg2b+rcs7GdFLMMyPM/r9Tqe41kRy7IiYyhuMBgMej1N0yKxmGEZVsQ6scmaYWhjAEkBxTD0nWj6idEAACAASURBVGjtz8nOXrF8GSHUitde/+vMXwDw79de++D995csXrB6zbpAtfoOlAkAcDk5ec3qNzkCDz889uy5cwzrnF3Hcdxbq1ZKZQp3Ly+apnmOJ4RQFA0AhHBAKJlcKZHKSooK//PWqg2btzrysBXHW/ufnj59+owZDlaVJ8Th00vTevmb39tPGvwHAFBTo/V2d7WzWUnJyTk5t+QKhYgV8TwfGhykVqsd2Q0yqSQvv9xs5tWrVwMCAoQ+M7dv3/79999Nl+r1+srKSplMlpaWFhMT02gRgwYNMksWFxf3+eefh4WFCZE5IcQYtMfFxa1evdo0UN+wYUNMTMzJkyc3bNgwd+7c7du3O7LIslCjnTt3+lj7Llu5cqVx2sPDQ3gpRPUrV67cv3//qFGj+vXrl56evmfPnpkzZwopU1NTLbM6fvz4+PHjG9sxNpnF283WwmqYMe4ThBBCyExBUfGx46fd3NwYtsEPNYPeUFZWFjvsfndX836FDqrWaA//nlCj1UWEqPv3jHZTKSsqq3869EdZRVOa1xz7AVdQUKBUKo0xv8DHx0epVBYUFNhft+jElp0wc926SABIPXHC0S6qRYW5Qb4POpgYIfscO85/P3bsr4RTOTk52TnZPE/cPTxFYlHsyFiaZo79/kd6Ruasmc/QNKUOVKvV6n79Bw5+8EErBdnu5U8ztMrVffGihQCwdt26nTs/sUwzf/6CUr2++bclAAAARdE0Teu02lEPPdS/T58Pd+zIyy+QSKUAoNNqvb08F8ybd+7vv38+eFAmk1NU4+OjNbVo05dOzFyQlHTpzTde9+vQYeGCRd98+831zEwAuHnz1vLl/96ydcvS559b+cZbMTFdnVwqwP6f9+785GOF0mXm9OmHD/8iEksYhnHK1v1+7Gh5eWWHwECWZeVy6VNPPnUo7tD1GzcIQERY2PDhw7748kuNVu/p7XM7J/uPY8eGjRjZeKYOx/08Ad7pbxIA2I76MzOuWs4077ovrGza/q3X6yUSsa0O+0nJyTdv3lIolKxIRFEUEJKWnpGUlGwwGGoHByTg6ub64JDBlutKxaIarfnTBXJycqKiojIzMwsLC69fv265VlZW1ujRo0+ePOlI2H/y5EkA2LFjh3HO6NGjTSfS09ONcf6ePXumTJliuvquXbtWrFgBAA8//PDzzz9vGtvbWWRZqJEQsZ87d85OnY0ht7Fi+fn5AwcONF0k1Nzy5pPi4mIfH59WbxJvI9VACCH0T+Dt6REdGa7jQKGQG3vwEUIqKquC1B2aHfMDQPzZi1U1NZ1DOo4a0k+Yc+FyWkmZeYuFfY2NjNQ4y06FZgrysvpF17bZR97vcBtmQV6WX7RnS2qGUB0Hj/OtWzeJxBK5QuHj10EqlXfo4NMtpquPjw8BmDRh/PmLF27fztdoqmt0uvMXL577++yQoQ9alFT7Z7VEiUwGNOg5AwVQXV3FWWs25QmRyGQt/GBSFEXTjMFgcHd3V7l7vPjCi5s2b7qRcxMAAjv4L168iBVL3N09DAaOphmKsn/rc9PQFE3TjOlLJ2YOAH/89tsH7/+3T9++Yx8Zt2XLFr3B4OXjBwB5eflbtm6b9eys/fv3v7b8/5a+8NKQoUOdVahOq1u//r2EhL/cPb3GP/poWlqajtO7yGXO2nXxJ096eHpKpTK9Xu/h5h4SGqLuGHgtM5MHCA7uGBoW5uriqtEWSKUyD0+vU6dODh/ZeNhP2TgILW3ftm3P7h8IgcZa5wkFMH7iY3Pnz3coX9tGDOppOdP6HfumHxGO52iG5q2dcjIzr2fn3FQoXYzdWiiGEctkrFhsHBaQJ1BdXWl1dZplOI43m1lZWZmWllZeXq7TWXneoEwm69Kli4uLi1artVpzx6Wnpw8cONC0bX/Hjh1paWmmaeLj48PDw6EuAje9RmBnkdWyjh8/bmyltyT04TdrZk9ISOjduzcADB48eNOmTStXrty0adO0adOEpUKGhw4dMs0nLS0tMrK+s97OnTuzs7Oh7mYB05Z847RpGuHmgk2bNvXu3Xvs2LGmNyCY3m5gTDlt2rSioiKhDkJ/BMtqGDMZNWrUoUOHhEIdycS4Z4TKGCu8atUqISur6RFCCP0Ddekc+tf5ZIVCLhaLhTkajZYY9J3DwluS7bXrN3mOH9Snm/Dyz7/Onzl/uamZONjE4+3tfevWrby8PNMG//z8/MrKykZvNPX2DUo4euLByPuNMbxp932TaeOtAEHjXlkYVZgb5Ptg7aygca8sFFavv11AuFug6MSWb+GJ4XlrGyZDqAEHj/OVq1bt2P6xVCbr1i16+r+mEwBS16V5zNixDz/yCAXw6eefJV1KkUvl8xbMtZOt1UU0RYtY8Zur3gQAqUz66CNjK8rLTBO4qFyDQ8P0Ol0L215ZVkRRtEgs2bJ584svvxQT0+25JUs+3LqV5/mFCxdSDJuSkrJhwwZPb1+KolmR2IlNvaxIZBr2syKREzP//rtvP9v5yYRJkzqFhGzevEUqlbl7eolEYgCQSKQVFeWbt2yd8vhkX1/fd97+T15+3uTHn2h5obm5uatXrSwtq/D18+vZo7u3j8+Bgwc9PL1ZVkTRzrmFobCoQK50Y1iWEHLxUtILS58vLSv38e1ACP/trl1xcYdqajSePr4My8qULsUlJY4U6ngn/0OHDwWHRkikskZTamtqjh79dU6Lw36rQ+ZbeYCfddauZnAGg1giFbFiiqbqUlE0TQNbP6wlIcSg11ldnfDmMb+gsLCwvtIMw3GcSqWiKKqsrKxTp04REREAwNtY13HTp08XmusFcXFxZlcBBHaCeTuLHGfsvp6QkCDE9lAXrgvhrlCQWq0WLg0YrzJYvVng0KFDxs7wO3fujI6OtnOtwZiPMc3KlStNLw0IVxnCwsLMbq0/fvz4ypUrhXsQRo0aZZw2RuCm1TBmkpCQYFp0o5kIm2C83GCqoKDAanqEEEL/TDRNR4V1Ss244eXlKfxyKCsvj47o1MJWsMrqakKISqkQXj7Qt8cDfXs4o75WdO3a9datW0ePHh0+fLgQ+efl5R09ehQAQkJC7K/ref/CmXnL1i7Lq7ur37T7fmpyQr/oSSDE83W3AgBA0YkLWVlZa5Nnrls3KfXHZckFAJ61lwjW1SZPTp0UGVmQlwW53yYPF5IdvVx0P8b9qNliunabNeuZnZ/97/jxE4TAU0//y7iIJwCE/O+zz07Gx8sVijlzZ3eJjmmsp4s5mmEYhnnzrVUAsPadd/cfOGCZZvHzS2kH7ty2T6VSAYBcrlCq3FavevOll1++r2+/hYsWEUKAov8+d3bd2ne8fToIowmoXFxaUhYh5PFJE8rLy2madlG5BnQMNq2/wkX1+GOTKsrLOI739/f/9IsvW1LW4088MXXqVJ6Qp6Y95ePrJ1e6sHXDujMsy4hE1ZXi/33+xZdffTl33rym3YVuw9kzf61/778yhYu3r686wH/SY5NfW7HCRaWSSCUURTurm4REImNFIiBACChdVAaD3tPLVyKRAoCHp49Oq1EoVYQnQEDEshzd0sPDzJTJk0+fOcs2NkA+ABCJZPzECY7nbGvvGKwFytaG9Gv4BD+KYnQ6g1hs5QEVoWFhWp2hvKKCpUVCJoQQjuN4njdp7SdKhdLqh1av5yyHNFQqlaWlpQAwYMAANzc3hmFOnTrl5+eXmZkJAAqFoqKiQqvVymSNXy+xY+7cuTExMcYO/2Cth7/ATjO+/RZ+U2FhYY2m7Nev36FDh4qLiz08PIQ4PD09fdWqVStXrty5c+fgwYPDwsKMc6zeOZ+enj5q1Chhuri4ODs7237MDwAeHh7nzp3z9va2DJ6Li4uh7iqDh4dH7969hboBgFC0sMi0y4OQwKwaarVaWCpsoDF/+5kAwJ49e6Kjo63uN+GWB7P0CCGE/slcVUp3lbyyskqpVFZUVHi7uygV8hbmKZNKyiurSsrKm32nADF7KnLdTEtBQUE9e/ZMTEzcu3evUqnkOK6mpkZYdPbsWT8/P/snu8hJ69ZF/7hs2Y8z102KhII86P6gEJwbrwCkJif0m7muvkdgQV6WRdt9anICJCQsSwAwjgxYVJgb5Df8ibpx//y8MOZHFqwe59ZTEujavee0qfrPPv/8wP4Drq6uYx951Lh0357dcYfivLx9np42LbprN6ttfITU/1miKIoQ3mDgKaD0Bp2es9bJnycURTX1goKZ0JBOt/IKpDK5l5c3w9DvvvvuwoXPPTBkCAAVf+LEpg3rff0DPTw8WZFIU1MdGtKpZcVR//fqv3d89JFMrpBIpTKZ3HTAOVdXN3FYhEaj0VRXL168qIXbxRHggACARCpxdXOnGcZgMGhqagBAKpNJJBIRy5aVlXB8bbKWIIR8+/WXe3bv9u0QoFS6KGTSBQsWbtq8EWhGoXRlGBYAKIpu4RYJ1B3V+fnFHDGMGzsmIyPjRnZ2eUVVZWUFAEgkEm9Pd7W6Y0e1+tDhX4BAUFCQI4XaOggtTZ321LSnnnaopZ04Z0g/22G/XRKJqLpGY+sBflFRnVOvXC2rqGBZEQUUx3MhwUG+vuYN0VYHvK2u0cglYrOZgYGBpaWlnTt3VqvVwjHdt2/fc+fOVVdXA0BiYqKXl1dJSYnQ5t88GzZsAADTu/HBWg9/qAsvASA9PR0aNu/bWeQsxrA2OztbmBaa/YU5xu73xnb4ZoyiJ/Q1SEhIEHrdO2UrnDiYX6ODGCGEEEJGYSFBZxOTeZ7j9LqQLk44o4UGBZy7ePm3k2cnjhlmOl9vMDT6YONm6NOnj7e3d1JSUn5+PgD4+/uHhIScPXtWo9Hs379/7NixjVzmjnxwXNC3hUUABckJftHCM6CKLl/I8hvuaTl+X1FhbpDJpYF+0ZOEeWZXAoouX4DuT0R61q2CQwCiliIE7uvb9/LllNMJf9VUV5su0mg0Hh6e/fv27XXffc0L9miGEYkkb6/5DwBI5fLJE8eXl5WaJlC5uoWEd9brrdxK3CQjRsZ+uGOHXK6QSKVe3r4sK/rwwy1ZWddpmjpw4ECgOsjN04tlWcLz1dVVI2KntbC4Xn36PCeVfvn1twql0qzRmGEYhmVoChbOnxveOdIpQTIAsKxIJBYDQEV52bvr3gGAl5f9n5u7B8MwLGulMbipqqqq3l27Jjk5xcvH18XVVafTzp7zXGV1TU11jUQipSiKounaXuTOMGjQA19/+61EIr2YdHHOrDlQe3c6ANQ9w46QLdu2cYTXajWDHB8hxTE8Aas3vN85VktrvJO/VCKpqKxyU9nqnUJFRXa+nHq1vKKCFYkoClJSU/V6fUBAQINE1npolFdWuSqlZjMjIiKuXLmSkZHRqVMnd3d3AHBzc1Or1aWlpcLd/pWVlYQQoX24GeLi4nbt2iWMume0YcMGsx7+FEWlpaVNmTLl3Xff3b59+4EDB+bMmePgIqsP7bN/bz8A7N+/X61Wmw3aZ5wj9CwQAn7TYe2NffLNRtHz8PBQq9UJCQmmzfjCJQOhQd60aCFNUVGRac3Nyj137pwjT+OzrEZ2draQiVkn/0aNHz8+Pj7ebBMQQgghW2iK6tI5JP7M+Qf69XJKhgN6d72UcjU1LfOH/b8O7t/Lx8vjdl7hiYTEvMKi2AcHRIQ08lC9ZggODg4ODjad4+fnt3//fjuRf+qPP8KkSZFQH+IXXc4FiBaWrd2X1W9mbUt9Vl4BQF1IbzKeX9HlC+Bbe4Nu1oWGvfhNh/0z6UOAUEsQAgUFRaxI1LFjEAD8feYM0FSv3vcFBAawIlFBQUGzQySaomiGee311wHgvffX79671zLNy6+82vJB8MI7dw4PC8stKJTJFWKW9fT2EYnFJ+LjgUDHkFCVqzvLsoQQjVYTHhYWHtG5hUEfIRDdteuMfzGff/m1UuVqGvnr9fqa6ppZz84MCQt3YmhJMQzNsgBQXVNt4Igw4eHtIyxqef4pSZfGjH742Wdn+3h7V1VV/nvFaxkZ1xQKeXhYeO/evX/743jWjRsyudxZgxX27NXrt99/Ky4pO3f274/IR/+a8YzZPvx058eXLl509/QKCgzs2au3c4P0j3ds37dvj2ON/TBu3PhZc+Y6mLOtPK0OBMtaW6VBQrlclnM7N6CDL9gWFdU55fKVispKhmXFEmlyaioPJMA/wM4qAFBUWhYcYf7UR4lE0rdv35MnTyYnJ99fd60lJCQkKytLr9e7ubkVFhb27dtXIpHYz1wwaNCg+Ph4AAgPDx84cODJkydXr14dHx9vvAxx8ODB0aNH79q1y2oP/yVLlgwaNIiiKGFdBxdZFmpcZBw/b9OmTWq1eubMmcY5wkvTNFD3YL/nnnvOdGg9q1tqNpgfAMycOXPVqlVCv3qhJX/w4MHCKHrCSIFQ94xA07J69+5tHNLPtNznnnvO5l62Ww3j0H3Gnv+OGzt27M6dO5OTkxu9WwEhhBACAKVC/uCgPmKRExqjAMBFqZg4dviufUdS0zNT0zON8yVikdSx3yFWx3xq0u9JDw+PsWPH2on8vX1z1y5bBgDCgHuRAHD/8H7Ldi5LAOg3c2a/3EJvAADP+58Yt0VIGDTulYVedXf8g0lo73n/E+MurF27bB9AbSd/s0EC6voQINSA42ObGeXl57IikUanfW35q5cvpwBAl+jo4SNjWZEoPz/f/kh+tp/fBxRN8zxnMPAUBQa9jU7+HNfygeIIgekzZmzburWyRiOTy8USibunl4vKFQBYkYhhGJ7ntZoalUI+fcaMlt8AL5QYEdVlxr+e/vLLrxUqFSsSAYBer9dUV85+9pmgkBCnlGLEUJTQ7ZpwtTuRcJwwh6GolhfVp39/gNqWdolc8VBs7J8n/hg7dtzBuIOJ5xPnzJsnFokPHTqccfWKkzaLmjN7zrYPP6Ro+nTC6b/+OjVgwP1hEeGEQNrVKydP/EkzrIeXt0IumzV7toN70vHD/uixo527xEhlcspuazsBoqmuPn78j2cdDvttBf5Wx8CjCCG/pxSBSb31Bj4y0K1+NZ5cTEntFhXe2EmUpF5Nq6ioZFhWq9FUlJfF2n3ygVavS76SPmZgV5q2Ut2srKwzZ8506dLFz8+P47jr168XFRX5+Pjk5OT06NGjY8eOVvNMTk6Ojo62W8l71s6dO9tCbGynGsK4gMZ+CgghhFDrcvBnQ1l55em/L2Zczy4rr1QH+AV28O3VLco4zp993/9ytl/v7mYzE85dmDzyviZVtbi4WIj8+/bt26PHnRpWEKHmsXqc22HQG15cusTTr0NpUYFOp3NxcQWAiooysVjs5uFZkJ+3fv1GxkaTspilLlxO7x4VpjNYiblefXWZVO6Sn3uLoiipTF6Un1dWWmKaQOXmpg4O0Ws177yzrimbaB1n0H333XdX06/JFQpWJBbqzHGcQa+rrqoMDw154oknGNb8juaWoCi4lpH+vy+/VihdAKC6qvKZ6U93DAp2ehfy55c+HxIWAQDX0q+u/2C91TlOxHP6//u/ZbPnzF//wfsMw6xcucrLy4umqZwbWR0Crcd9TUUIWb36TZlcqdFqSooKy0pLtZoaoCipVKpQukhk0p7du0+aOEkkNu+Kbkte7m1fvw6OpPzx+2/PX0wSSaSNPL4PQK/V9OjWddLkxx3JNjWnVMzSxCT0f0Mr/qOXauzYsV9+v88yfX33Blv1oGnKy8PjWlZOZFgnu0VTEeFhV9PSyiuqKJoOCbGfGK5dzwnx97Ia8wNAUFCQr69venr6mTNnysrKAMDV1VUsFj/00EMOtvP/07SFmB/sViM+Pl6tNu/cgRBCCLVxrirlQw8ObN06CG3+2dnZ3bs3IbhCqG26nXuLFolEYrFSqerVq8fo0aMJzx+Mizt//qJIImUYJi8vr9HnVlo1beqTu/fsdXXzoIBiGIbtEODp3aDDMs3QIoZ5/MknnbIhDCt++umns7OzExISsm7cqCgrB6DkMml4p6C+fft2DAqyeFJ5SxECIaFhz0x/+suvvgKKenbGvwLVDo0/11Q11ZVlJcXChK05TkQzomdmPJt29QpFUU888binlxcB4HjiH9jRWRuXkHCqsLDIy5uRKaSD738gL7+gtLSEZmil0iUsNKTPfX08PD2c/n4JJk954vEnHL1fgeeb9nwEq/laHUrA+r39Zgm9vd3PJ+VW1tQo7I6fT1F0RETEjRs3KIpSB6rtVLiqurq8qnJQ92A7uUml0piYmJiYGDtpUNtnec8CQggh9A/R8k7+Rh4eHvjkGtQ2NbWTP0XTHKcPDVaPHjVa5eomBDmPPTZ5+PDhhw4dys25QVE2M7TfyT+me4/uPXrav3OfEOCI1Xufm8PAg3+AetIkNUVR9UPEEcIT66Optxwh0DG402srXgMAjid3phD45ONPjNPCvRKWc5wrKiamqKQ4IiJi0P2DjXGvs4qpqqzc89OPvXv2GHT//eHhEQD1I88RaOb75fhhzxHg7sAeA3v39luZaf0BfmbEIrHa3z/tWla3Lp0be3wiFdQxiBACtu/6IISkZd6IDgmQip3Z6QUA/rE9/NuyNtINASGEEDKDPxsQahWBAYFbtmwlhHA8GAM8joDKzWPqk08++eQ0rrnjnhMChrs7ZDoAEADO8WcYOqXEO7+ZloH9nQj1TRECffr27d6tm3MHKRAolMp3//s+AcITqBur4G4fJ3eEjbjczpB+dsf0AwAAX2+v4pLStGtZYZ0cG7fW9q5My8h0kbHhavOH/CGEEEII3VOsPtj5nvi1iVA9hx9gXpcceGt35gOAgQP7nxBCoFtkmOOPTEftiEgkFYmkd+iddfpli7ZwENpqjbd66YS2s0KDTCmqc1hISVlFfn4RRUGz//LyCzU1NQO7hzfWawAhhBBCCCGE6ukMRPhr7Yog1HYRa1iov7XBJKm19WmG6RIZnngxpbi8PCI0qKlxOyHkakZWQVGxVqf7+tBfzdwIhBBCCKF2wk3lYvmbSqlU/u/AqVaoDUJ3htXjHKF7WzOeW+l0tuJxq639rJV5ALa2QioR9+3VNeny1fNJqVHhITKZo4PqV1drLqdlMgzVt1c3idg5T9NFCCGEEGrjOIvfX9GRIdjnEd1TCOFavbszQndbWwj8rbN5b7+VM4/tTWBopluXyOs3ck6fu9jBx7NTkNp+GK/V6a9l3cjNL1Z38AsOCqQo6g6NZIgQQggh1PbxBNrsj0WEEEKOYGim1b/IbV0/rq7WWc60PpJ/I5tAUcFBan9/37SMrD9Pn1Mo5N6e7u5urjKpVLgEoNXpazSakpLSguLSqqpqby+PPr27C+P2t/bOQQghhBBCCCGEmo9m6NYPbJvSb8xGa78DxCJxdGQ4x4Xm5RcUlpTk5hVqdTqO5wGAoWmxWKxQyAI6+Pl6ezIM06wSEEIIIYQQQgihtoWmWz/CbVIULwzpZz7X8UsXNEN36ODboYOvnTStfyEEIYQQQgghhBByBpphWj3IbdIoMcKQfjiuDEIIIYQQQggh1Li20Z+9CVF8k4f0QwghhBBCCCGE/rEYhm31kPmudvJHCCGEEEIIIYT+OWi6LXfyt7KAtZow8WKK06qDEEIIIYQQQgghJ3H1DmhSeqG13/x6QAl0cFqNEEIIIYQQQggh5CSu1qL4WtZmN/8BfgghhBBCCCGEELr7nHBvP0L/NLExKtOXR5LKW6smCCGEUPPguQwhhP45mvwAPzsrPDnIs8X1QeiuElFcQUEBy7JisZimaeN8iqIIIaadYSiKoihKo9Hsvshb5jNnuG9pleHElfLCcoOOa/UxOxBCCCFzYobydGEHdVZ5KNkdR/MsE+C5DCGE2jtbX/XNGNLP5ho3i3UtqSJCd1+wp3OeollaZdhztjjIUxwWrpCK6MZXQAghhO4ujZ6/XaLfd654Ql8PqwnwXIYQQu2d7a9661E8RdsI++209uNlYfSPdeJKeZCnuJOPpLUrghBCCFknFdHCeerE5QqrCfBchhBC7Z2tr3pbUbxEbOVpfY0M6cdj3I/+qfLKDPdHKFu7FgghhFAjOriL49MqrS7CcxlCCN0bLL/qbUXxeQUlljMba+0nGPejfyiOJxIRDneJEEKorZOKKION+/bxXIYQQvcGy696W1H8peQrljOF1n6b5wOM+lFrib9iveHCaGDnu9p8ceQSjoeMEEKoDYntqmo8UUN4LkMIofbFzle9rSj+qUcGWM5stLW/yTVDqOVOXa2cM8LXfpodv+YNaErHRYZhaJrmeZ7juObVang09pNECCHUJhxNbuTiuC14LkMIofbC/ld9kx/gZwdG/ejuO+1AzA8Ac0b47vg1r79jkb8Q8/fv3//06dMA0LzI3/hxqNGT5Bs1hRV6ncHKk//aDjFLe7qIuwRIFdL6b4X2UnlT7WVD2ks9W1f72ktWa4tQu9buzmWOaINfLG2wSm1QW9hLbaEOTnSPbQ7gidh58N5+1EaVNvxeeuatvZ++9qjpHDcawLFDlGEYhmGioqJ8fX3nzJmzY8cOaF7kTwAAqrT8n6kVPYOVsT3cPRSNXDhrXcVVhpTs6j9TywdHucjFNADoOXIytaJXJ+WYXh4qmXOedHgXlNdwqTerT6VVDIlyETEUtNV3wXKHt816tq72tZcsa4tQu9fezmWOaIPnu/Zy5mpdbeGM0Bbq4ET32OYAnojtanJrv530NkOqxKN9NqbXv+zY56dVvdSOFXnyo+3Px8OExXOX93SwkplrZh7ZDWHrdw4f5OAaqP3TG+qn57y9FwCeeWvvjldNIn8xgAP3oQgxf0xMTHR0dI8ePTw9PTds2LBkyRIA4PmmXfIUikrKrukRrOwWrMwu0t8oNDSyTqsSs1T3YCUAJN2o6ROmAIDLN2t6dlL2CVVyBAzt50EdcgndJ1RJAFJv1cSo5dBW3wXLHd4269m62tdesqwtQu1duzuXOaINnu/ay5mrdbWFM0JbpoJLLAAAIABJREFUqIMT3WObA3gitqtJ/R+E1n6bq9j8nhTmd+zz4xu9AhOP9tt0ZuJH7gmzOjlS5IBZcxNm2c3cRmk8gfbXMQU1l6GuMX7Bur0AsHXZowvW7Z3z9t6tyxq0+Td6FDEMM2PGjClTpkRERLi7u8tkMqlU+scffwwZMqTJYT8hAFBUqR/b2yOn2GDggabbdHcjAw85xYauHeV/X6sUKn+rRDeyu4eBa3/37xCALoHys+kV0YFt912w3OFts56tq33tJcvaItTetf3PXTO0zfNduzhzta62cEZoC3VwontscwBPxHbZieItNdLafy1Pa31BKQcAoDfcyNPqRC5hFKRnFsQnFWz5IDHdr+cHI0qXfgmvrBni9/vepYdrHxsY9tD4tx50O7/rs7WJAADDnp4xuwtAyh9Tv8iszbNDzw8Wd/cD85lP+yXuIQCQ/sLMdKA6vbJmCNRlYszW8Q1G7YWeAwBY8t5eANjw4qN6Dja8+OiS9/YuWLd3w4v1kb/lIRrtLzJ9yXHcZ599Zpl/U2N+qLv8ZOCIq5zNLta2i29OjieuctbA114e0RmIi5TR6Nvll6aLlNHWNdm02XfBbIe32Xq2rva1l8xqi1B71y4+d83QNs937eLM1brawhmhLdTBie6xzQE8EdvW5Nb+pq1hITf5ejqBsG5BfpAFAADXt3xZAtAJUv5YergEeg79ZkrQ+V2frT285yOfGbOnzHgF6oL2gguvfZlZG7en/DH1i8Qtvwe95XNh6heZdZcASg/uyuo1ZejN878dg06vrBnSAyD3971LEzHav/cVlxkAYOWsh4XpVR8fWDnrYeNLAOiodOj2JI7jhNv4KYoihJheFWvSFTKABkNctr/LpSaVb9/fmu3lXWgv9Wxd7WsvtesPDkJG7etz1wxt8Hx3z+9zp2gLe6kt1MGJ7rHNATwRW2jyvf22V1BJbQycIKYAAG4nLn01EQDgvuEbRnlAfjYLALnuT70/oQ/Ama92AsBDvTqppDC4V8jaxGvHLme/2CtIGFdFJKYrrl5PJwCH90w9XJtrelHFlaJMAHhoTM8IKQB4PPEvD4AsEQAAJZPSKoAKEQBA+uE9Uw9D5NiJ7w3H4P9eU1wJ0PDraeWO/QCw6uMDq+aMNUts8xC9A0h7/vY0rbyea6ffmhTclXfhwt7vtidD30mPz+hsbfGVUwt+vAHRg7Y+Gmgnk7tztOSdPLTqjzIACBwyevmgJj/Bu9W12mfKsTfRDHYtRPeGu/e5K0pesz0pxztm5exo08fz1H9xebvmFJQ19ZPYqDZ2vmtPZy7rjOtGZjc/Ewc0fy+1ZOucVYc7qrkb2BZ2qXPhidiMEMVTQBEHrogInfxtHgc2rwgI8wN6f/xyd3+zmf7ugRRQda8oCiiq/lIERdXPFw6/yEcmvm8Sup/50mSthhkL6waOmHDQ7/cxH18DgNT9Pz2cO/zgU0GNbidqdxi6Np5f8eE+AFg9b9yKD/et3LF/9bxxpsma2mDfEqafKNpWwVfi5/1wo/6lT9c3Zkf7OZb/+T3ffpgM/R574hmr52wrsj/9z8kE6Djv3wN7NJbUtPI6Ww8xOHsget2V+pfBgw6u62f705W+Ysq+3dB5666HhzhYX2dk5dC7UJS8+sNLOQCBD45ZIQTDte+L6/h5o0d5NlJE3RcOZf0UWTfTZumO1xOg7k2sEz3ow/EOjo4KANmH/igTjjE4GbdgTVn99jpNg2Ms92TcG787s5QmvZt1HHoTG1H/JuY070OEUPvlyOfO9HwkfPBrv52Ez6OD31S1P0gpiqJMrtDXf3H5XYmf90OZnWo0Txs837WXM5e9rAHolmTigOb/ymqkYs38sXSH3qnmaO6eb/5Pkahmlnin4YnYjDGKr5uwt39M7u2nrKS0eWWo9tsFaNrkq7zhzH49Q+DstUMXsp7vFnzmwjUAGNUzmKbrvjUoKtDPHaAkdf/5cyOH9qnLo3atQxemdOvhD6W7v7je72k3Y2Vqy+o29NDGoZB3/vk151KptnQ1DjmP8LYu37oXANYseFT4d/nWvSs+3Ce8NE12dzh00VSY7dP1zbkxfqkn53x/6Y29rjsmOBTI9Zo4dcfEJtWIMlam0T4PppXX2RrGVZh//7jEBWFwK2HaSyfHTCnc+PXDD9hILoyOYDCAztEK2+R4Vk15F1whJTv/gRg/KIs7XhboAzn5QFEU3djOMn5HWU9Zv9Ru2O/QJfbsT946mQCuE+aPGe3VSK2sKCy/CQA+rv40BQ+M2WHrfWqRBseYv7NLafJnqjDpzW2X9nwY7//aoEZ/vdlj8RY39UOEUPvlyOfO38cVkstuFpXTtGt+YRkAQEF5Pk3BlRs5AIE+rg6dfI2xiunny/SLy7Gv06Zqg+e79nLmslcx4wUFZ79fRs3/lRVlv2LN/LF0h96p5mjunm/+T5HU7OaVeKfhidhMC+7tt1i1kdZ+k9Z7KzO7Df10XMkz+46OOgMAEDlu0tJuDXKmug49vMJ9yX/Ovbb4mjAzctykDSOHHp4DD+04N3PxOQCAwN79qeDHH3E/tO/aa4uvARUy95GS7ftqhwmEwN6f/iu4bR2PyEkYGgBg7aIG4/abvYS729pvyubXoMlFcdrbVQ2QnV+WX1S2feulbJ+uqx8sW7ELFr0+yO/EwRXHyoSU6mFjVt7vev6nbzYnAQD0nzJ1ViRA6slZu+quZ/t0XT0vxg/MZ070uZQAAHBj61s3ADp+/LqjD7i02frB1/6r4wB8+7055cpju65s2zOg331pM5advFyXKmrKjM8e8Tixbd9eAIAri5+8AtD5vXVeH1ukAYAT295/Mb7hzHMH+q2va2PpOOiH//TLaphVwhcPO7ghdt4FCgCgY1+fSwevxMzyyj7r07Fv/qWcun5GuRb7HwCMb0FtHkKPJMs3wqLdo9n1zD1xKQFAPWzQw95m8y2qJ1TDx1WdX5ZdWxPX/dsu5QBA0ok5Sa4Th7n+dOwGxNz/8US12Yb0nzJ1FpyctavB0v5Tps7ySlplelgucN279VJ23Vp1h+UJ02Ns0RTYXJePY5WMcbCri529ZLyCLXymAgFyhGmw/jEx3Xz1sDErvZKsbHtdWRd3n2jehwihe4Otz51/VEf1b5eyC8ppqvzvJFD7uGbnl+VTAAVlAK59o1ytf5EWmn+rGD+8F4UPpo+rOr/M9IvLWA2L3ODghwd/yu+46PVBPVJPztp1o34mdP14XoyDG3g3z3cOajtnLisnC+G8UDenthQrrf3Wimjw7pepfcqy810nLhgzxguMB4bjb1zTfmV1qZ9puZfMTmSOf883850qsrYPrZ4fU22fms1WN9lq83Pc/a4t3BzrP0WExPmX3nrrRH2FCx3eNKtHl40ft83eIgTQjHv7bS+2ecR3G/rL5qHmM/16bNrUoAEmMHbiL7FmiUpv3jbJ3GIV65k3zOcx8zzRPcjHHfJL7C0V3M2rkKaXGG0PB2jsZ0flpd7IBlDHBHWghO+4G9t3lQEEQWr8imNl0PWBTyaqE3/6evOxg594PTlr0pOLqK83XwIKKKoo6Y1dN9TDxr7xgAoun3x216XtJ4Le8Lr07K4b4NPtP/Nj/KD84E83ek184HbS/7N393FNXPnCwH8DSu0LL6K2yjuaoLzYXV/QEnS1viBBS9Ei2/bZgq3exFJdqFz73Fq33Rdr762LhYJYeNqq295tL2sLlypBbN26lVCLtruKYSURRBRFK4p0VSLJef6YZDLJTEIICXn7fT/56HDmzJkzv5lkcuaczHzTCJEb3kieMZTKWyk8ZBzAjy0Xe+CJuXs/mgsAAD3//dredysP/Pfs7P/zYvoT8povYGrhR8vnAQDAPE6eX5z4U4Hc+CvR5eNris6y2v8Nv/lCuJdTlJUbYnYv6NKpWXGRn7dcnA2nw+JWUFdP04tQ/2zgiT80lDaDIdHSjjAMWx1mPa9c6wWAsPFBRvNbeKtH54hc/0bC5c//XHr69MF/PvtvLz16adepTvqQaGn4nF7TP+U8GwKsOtOTwNRff1hOmP7bN6YDAMCt2t0HPjvSIItdnvbU/CT2MdbSAPq1WFfJ6etiwYIh7U2Koii6n3B65AyKgh959s56+Ka0GXSJunjybbs+IDNWGW+gRdjJgDyDVe+7CUFhAJ1Xb3Vfh0sQOGdhJFR2XL7eB1cBIChkAkXxflJNMP5UYd68rM8l+LH5t3wfXNzSViQEfn6k9/J1atKPvQDQea2Put7bdBXCF0Va//FrpeGf7/7PJEvlu+KZq4VvWd4TAXMGYSaun+FZRazR3n9yYVBpZcfn31xcvir8yj8vdAIkLZxuuavG9m9ZcFqXxv/9ysbPeRv31HjzMTQ5P/Kemi3ugu5jtabnuGFvDv9XEf4TuvWbZu2RyXPWtnqLENjQ20/vZt4wDvlW5xZdqv8s539vAADMWVzwM+ykR/ymhoyp+LJbsuSRIIu/j6r4sntqyBjeWVeuXOno6Lh+/To7kXsn/6CgIIFAEBZm7d1KhvCDoqunXvvdKQCA6fN/Oz8AfqQTg558Y/kMgB8+/zMAJMWGA8CM2Eg43dHY0rku1vBDgCstHZ0AcOTA2iO6lM5rvT9c6wCApIV092lA2qoEgE6w2jB/DdX5xZ8yK3+0LU9L5d65lbrGf+eJsy0AULl3bqV+7sWeIdVkaBsSO/2prw+UwqNvroLvv9al/dDSAZz4zwJDIoN3R4B1o/FtDjhv9XSN50cCJwJctnpxq+gPSwC48s3B1/SdJA6tJMO299QHq8LB3N6ZAADQeeTA2iND+BphJfxJIfIM1h3J4bOmQ+Pp3svXoBOCnowNDIPermu9cBVgesQMcx8CdG8h86nyY/P/AgB0vFfZCw8/+uYqs59LZj5SggA6uq7dgubepOmRjd29V671dgIkjR/kfe3E8519qjQiZy5zJwtrTgT8q6BPAYZzSmcSdDSevvDDqsDLzb0AkbMsXgWG4XzL0g+9sHRuss7w9xRYiKF158dBd4H157jhnrY4FbZy03iPLructfFEbIJpxVvTrqYfgUaBmdz27UoNX/bUkWX2LBB5qtjQMRVfdg+ax9ysjo6Oxx57LDhY18NMCAGAu3fvarVAiJYQotFo1Gr1zZu9584ph9Dst/6jRtcnb5IYaLEzwJTJx98Pnw9lYQ4bro92dl0HgNiwYPr7jX6so2HQvlFmvjzhT2QfD9EN6W+p3Dv3Yvr+MACeIZEqh21IQNqLz6YBANwa0mJspuehlgvm8xpYU89JEwIBei/+eAvAeTfh1x+W9Lmc3lj62vwIGNp7ajW8t+tU5+lv3o99lvkax/mWEP7B+Ia1lR1Af424Nv+DoXzhs1ttEXJhVh7JkyYEAtw82QLwcOQkCAx5GL5ruQAA4RMGG4JrcrK7CvAwwNVT730TMbQrcbERSdBx8ccLcDUwZHVE0q5TB1rAqtajM853dq2S085cQzoRmK6CvgeEYe+Hr1gU2Hik4+Tn0HgVwhdNt+eIKt5vWfYw/D01zJOp5cUnzl9ueo4zfzUN7P1VxC7fEwY/aw97i7yMSSveUoB8QP9TfOZlVBJCThIXdr/ll7kFAeDatWt0m58QMjCguTcwoFbfu3377r/+9a++n/7V29t37cfrnRe7fH19r3Rfsfv7b1AzYiMBoLGlE8xcEJ04PggAOo+c/oG71NfNVwAAbtV+3uzYql8+/pvKHyEi+Q9PBHdcZPo0ejou8mc3m2fW8uMfbTr+djL9PS08ZBwAtFQ2HnNIpa3CG/9JEwIB4OKPRt+xeHeEHU2c/2gSQOeRb2pZnUaDHh6W8W6ITnevhWPm8jXm+v2ty4NccxtuJW00PuG3WZEA0Fh5sPZH83snNvmDN5794KVHjSpkcdsRQlwTYyPDobfxdC88EjgRAiY9Ap2nOzohcE5sAAzpQ+DhyPWrHw3nfNaxmSktfNZ06DxyqvHhyJnjA0Me7m083TvUC+hWsdf5zpHsfubiXdbKE4GVq5gYGxkO0Hi6A/SHjaM559xkbEgnUwDT09Pgi/Oe44aB96sIL+s3bWhHpr23yKtQxg15y0YZFuLjYrdvRMhadA+/lkWtvjcwMKDRajQDmjt37mo1Wo3G3K1+zJVpp8rFJr+56OZrR75ZexoAIHzRCtMRaLHJH7wU+Ntdp0p/10EnhC9a8dv5yR9kwdpK/cC2hx+dqb+UXvq7DoDID96wdJeaIVReXjOX7ruISN7/5txwgHD6Z42Ve+dWjo+NYPIJcrLGf1F5tuC5swBTCz/iyWM0DDIief+LAgDB8bfHr3mloeA53V39YrPW7H3CqCjLt/Szw17gj//8p5oPfMYae0bn5NkRVg7yt6qe4evemA+/++azXX/+jE6YPv+DVXzVa7FUCtvE+bwbMv2phzs+Y0ZF8pmxan7S6W8ajxxYeyQw/GFDDdnH2IYspsBhVZIx5L0Zm7xhekfp6d7Pdh2El5Zz9856+MYw/lA3qDjQ4rY75k2EkAuz9kgeHxgG0Gk8ZBogaBL9Gcj7IWCu2TA+Yf2ijteO9H62q2HSS3yDBcycFul+SOa6A1yF8ISIQft4nXK+s1uVzLH3mYv3ZGHmRMBTGZ5VcEdhjE94cvqp0tMA0x9Ns+LU6bAojejnvLUxBP5Ts+XFjcbYW/zhDM32ryJ8Y2qs3zQzX0V4Dhu+s/bwt8ibUKx/B81LCFFd+Rc7qe3q7fPX6DucwqMR99u3bgg52oyI+/bs2ZOdnU0I0Wi0Go1Gq9VqNNqbvb0D9wYGBgYGBjRqtbq/vz8w0F/eeGx15uqqU9qUBKPr0PXNtwAgZbohsf70rblTxgDAV819m1aEtV/X2rvit2p3H/jsKiRlPTuk36ENKnqcz84DFxcn+IMDKz8S3GVDXKae9BFl1U2MRp7LRMkq7Noi5CKOn7trcpICABc4lzmTC36wuGCVOBx3srD2i40rRMkV6mBHLrM5dju6vPZEzPtRT4ua4DP54QfYmddd1h6dGbBixYrq6mpuUaO4SWyUsx6PhpDrcdwlRsPl2+nz7dvmZ3jM9VF32RDn1bPz/d9906ibDnzqJVds8zPcZW/S3Ku2CJnj8UeyC26gC1ZpJE4WP1747irAw4+usO6LjStEyRXqYEee91XEw3bQCDPcyZ8XDvJHyMBhnzUT5y//YL6jCtfxmA9Kd9kQp9UzfN0bz65z1sqHyl32Js29aouQOR5/JLvgBrpglUbgZDE+4bdvJAwhvytEyRXqYEee91XEw3bQsA2pg36Q3v4fzt8eVl0QGnGPhvk5qGS3/qhx68qzucuGuEs9ncu9ouRetUXIHI8/kl1wA12wSi7IFaLkCnWwIw/bHPDELRpJgzT7EUIM4s5Di9y68mzusiHuUk/ncq8ouVdtETLH449kF9xAF6ySC3KFKLlCHezIwzYHPHGLRhLd7KfHBxDe+wDmzAsayQohrpMnT86aNcvZtXADJ0+ebL4zxXHlnzjfDwD3jfat+MqaR7K4EL/RPnTlY8P93fcWNe3XtbHh/ifO3wWX3wtMwF28ns7lXlFiaouQu3Oj950NXO1850ZnLudyhTOCK9TBjjxscwBPxPyGMMp/FBhdOOG5goKXVVwB7gVXsPTnE5xdBW83Lcx/WpjX3cQVIYS4Dv/9mm0L4rlshOGZCyFkM8sf9UNqIY4CgHsaSwtgg9MV4F5ACCGEEEIIIUSz3Io3MQoAbt6+x/zNHSiA7U1XgHvBFdjctYIQQgi5CDyXIYSQZ+C04i3dtm8UAPx0Z8DC7wKwn9kV4F5wOsniR5xdBYQQQsjg/NU7zq4CQgghp+G04gdr9luGDU5XgHsBIYQQQsP3bPI4Z1cBIYSQVf7ccN1eRWGz3z3gXkAIIYTQ8F3qUTu7CgghhEba0Jv9bWVLZ/wHvPXD4dwpuj+lUH44d7Jj6odoPM3+trKlM/7jOwAAmMPsDoQQQggh87AfASGEvNDQm/2EwJw1cVXSsmWHX5ysO3sQ7Ix2ME6AD+fP+Hzl9731kwHgcH7+OULwwsvIIYR0dnb29fVpNBpn18WefH19/f39w8PDKcrwOyGtVnv16lW12sN7h/z8/B5++GEfHx8mxUs2nIsbCk894Ll43wIIeRjnP8seIYTQiLNlkD8hU3+9GWa+W7/+naVAN/wJadudMnOLru95+/f1L8LuFOnZeNi7twnWVH4fs2PmliZYU3nznaUA7btTZr7axOSMtvc2eSLOXiAAcVOi6eQl77wDhBBWYNdU3iha2r47RQrldIDp6XKQSmFl/Ktb9q6pvFG0FA6/PHb1XqAXuPmOAPeLtbq7u7VarUAg8PPzc3Zd7EmtVnd1dXV3d0+cOJFJvHnzJgAEBwf7+vo6r2qOpdFofvrpp5s3bwYHBzOJ3rDhXLyh8NQDnov3LYCQh8GeGoQQ8kI29fYDkCXvVB4cm3/4xjtTdL390esP9awHAIAvXw4url//awJNZ2JO3ug593JwlnQ7PbGjbOMSwbszz27uubEEANp3L5OWLTuEDczBcU7SS9JyVmeN3Qs5lT3vLAUAgMMvz3w1rvLGoSXQ/l7KrPz6nl+zBmIw/zRtObv5Rs9OANK2e9lqUnmjZwldYH1+MO4Xa924cWPKlCmjR492dkXszM/PLyQkpK2tjd3muX379tixY9l9v57H19f3oYceMmnresOGc/GGwlMPeC7etwBCHgZb/Qgh5IWsaPabSVz86+071u9ue0/3J2nfnTprSxM9OzGmDQASV6ZEA4GYxMQY3QQAaVcpYO++4L36ktaoAKKGvx2ejrsXFr9z4/o7AF++HBycBTmV13+tUiRu370ECEDUspWJW2oP/zqGXpCwC0ncvnEJEABor6sCXX4AANwvQ3Hv3r1Ro0Z5ZIfJ6NGj7927x07RarUURXnkxrL5+PhotUZDX71kw7m4ofDgA56L+xZAyMN4x1sZIYSQERt6+wEAtISQqPW7Mpa9W7cSALRtu1NnVz15okcWDdD+nvhF0DLZTCcAErd/V7d+stkVIB5mg7R454/X0zaNO3h441Sg4wz0PmJFHpi9xk3Rl4v7BSGEEPICrnx6b6go/7UcVuZJt85wdlUQQsizDL3ZrzUMHY+W/juM/2VT4ptEC5CYsTSKEAJtdVVNkEG0umUJk5+eiBLENv2y9LC0cIkDtsZzcZ6n8F5aqaB25xIAgDZlS2LMS1FTmMC21VU1Zf/7Yq2qsKm1jZBo4OwUAIhKeRJmG3YEa3FkDVf+2mR3XrWxbF674VwYCoQ8hpb33fzDV4nvqkCU0vRv0Z0H/7Jqfw9Qgk1P9ezc3zM9M+vD5WOtLr59+wv1VSAo+nBxMgBdlPUl6AYaETOVNC4cIYSQ9Wz5bT+rL3nxHz/N/lMhgej1m2LHzx3/GgDMzs6eDQSIvsuZya+bWPzH49vS5o6bQJeWuO147Xr8DfmgTPdC9NL0ljkTxtN/JP7huCyaACuw2Z9cW0xgcek28dzx44C7UwAAoiSlhh2R/emPuF+GxKtaQV61sWxeu+FcGAqEPIblNzO58v0bn/UAJXjnw8XJAE8vH3wR3vLp3xiGLV/93VBKYC9rWwaEEEK8ht7sj5YePMhKXVTYvQiAkKg/Xuv+o1FGXTYmP3viqtT8ChAPTpCiJQevSUzmswNLCAGIktR2S4wWM9p3RjuCEMD9ghBCCHk4/rO7LvHGn3c3nSaQsXGxiAD54au5JSoQpRyf1Ta3RAURwQmdPc0EICLxs9/ODAMAOgMtIvGz387seL++mgCA6uXnVUAJdm6ATXQJ66K5mcP0K294v3yT3Kgy5PL3a19ratZXNSEz64O0sQ0mhb859kNOHvvECCGEPI4tD/BDIw/3gqsZiT1y4aOc38Af9j0X4fA1DWKkD7/e01/8DX7xxPTAEV0rDxs33I71d/dQ2MxlDn6EPE9bdz9P6k0NAIC8qQgAZjz+y5D+tm594p17bfTEvci129OvVO79rx+adv01/t8m/OM3pSrBsow/LAwCxdFnPmr6v/8T+ocnHl/U+NcjEP1/ty/4OQAojupK+Gv9Mx+1w6QZ7/z6ZxPhZm1lx4XufjW9asXRTXKAGY9/khX598q9//UD3LrZ3xYS/9r2eLpmte9Wf/TZ4dKIJ9NMCgfgyTPBcZFDCCE3hs1+94B7wdVd+Cjnl2WQ+z+6doqjGy3DLN8u1ev8Zu9X53TTUxavmR8+nMKsNcxm8PAXrzp5Xf+XLRvtOlcEhrk4+xD65g9Jr9Smvd34m/m2lYUQGlH+Y/ieS+pHGab/3vHP7OhEJtHXx5+eCA0WjvG56QsAMNrPp6/1vIoAHKp+5pBuOdX1Pv8xPqMBAKgxY3z8WSX8s6UdAJalzRCOAYDgX2YbHhHaRM+aGe0/BsboC/cfA11fVUkO3NBlouC++3xMCwfePMMKDkIIuZSef9mtKGua/XZbGbIZ7gVXw/OEixjxlC9/89Ev9v4qQjdakgzzao2FQoZZ/hAX52bsbf6i+uTYRTk5dLO389ixCyTMbu1+AoSY3XCzs4ZZMm92zl4mwbMynkgIBDoEe79ZlDOPu9l2rL8Lh4JOJBc+XvOKKvdT+a8i7Hpx0i7vIIQQHx+KL5VOnL34d/DVGyfafvff0bW/igTKdBEfCuhrBhSlS5z2xKqdi4NYBXVQ7JzMgsZLGdWHNYuZvnKkSnLgBl1408cfvnESfCjwoYBdON3m5+ZBCCHEhb397gH3gjuIzlkHT+879qvfzDOkXfh4zdNlrQAAMbmf7v0VfLzmdfj93l9FXPh4zdPt6+S/mQcXPl6zL2ovaxnDIgAxucYJMbmf7v1VxIWPXy9rbYWnRWUxuZ/+Hl43nmu6zgju36zF9/7Khi7/3s52mJVhaPCGz5sHoLsY0AMAMGVRzrzw3uYv/nZzLJw7Z5RUffPndFO589i+vwfp2tBgvDhA8CzjBLq13dsz1iVDAAAgAElEQVT8t5M9PVC972TwrIxfwN+M57Ly67Ob/s1anLVimwQmPJEBX/ytuTecsyJDnCxWILzTeC47wG4Sigsfr3n6yyXMQWR6pPEe/+1TQCZrBQAQvy1nv1cAjv1B9IoMAADEubkA8Lc/iMpkhpymbwT4eM3rsGRKGTuPyduH7/jnqSZCXoWy0DCmYM6vFqee/KruxFfv/vyFPH0ixUxQhsVDHxkLcOOfB/5+YsnCRL61GNZDwZyfTYYTbXWyf6ye/rMQuFn1ccfcX/0sBAAAwiaNBbhxvvsmNT2IKbzryg19OTcvXTasnV245TwIIYTYsNnvHnAvuJru7m6jv6//NDAA14WSLbUrtxyoygv9aWAArncfeO9pRWZVVSIAdFUVbHkvvjAspFV+qrv7em1dyMKI2gPdwsRTioEJ8YbimoqfLgvZUvVfiQBdVQWFP13v7g5Z+l9VS3UzV753YGle4tK87LpCKChcGQIAYDx39cUt+gKaiotP8dRhJXtx0w2xZmP7zv7jAhV3t7v7Lju1q2m/nBJlpoZA39kvaw48mDmt79aFzsBlqan+AF1N+2sOPJiZGBI27ug/fhD6hUDXP/4xLizTUIhhceg7++Xxnmvd3f4T5qSm6md+88OExJAJsdGjjsPcJVP94e5dMJ47re/Lo9SjmakhAF1NTW3d9y7tvxSWmToHAPrOfnngb2OWTGUvblJ7ALjvvvsG2/CeW7fgmmHJe9SFSzwrmgu3bsG17h++sVSBtgMfm87150TSdUNx/aeBgWNbnoZ5uwqX3kfPbCrmHO1/MUkpgIHWsxN2VVWFADQVr3xly4yqPH1roauq4JU7W+jcAF1VBWV/UmRWVUnoA/u9FcKVpm+E1T8NtJrkCfuL6duHc/wXQKHRG6TbdFMR8nQ+vC1jQ39+1C+fGFtXc6Pug6+T1zGJhmXpSYqifKY/fui1sXnbT76e10bPnZb+VPESevG21/PagJr8B6aERx8/9G+w7P+dXJt3EgAgbFYSRdF9+2FLF0l/+Kz8i8/FX+jrQlFzn1ssPvGV7IvPxQfGTgulK0jp66YvvJg3j73ihBBCHgWb/e4B94K7SFyd/WlhVVcBAAB0XbwAX3+98mv9zIWXYKVo4acXuwAuRIhWR3z6lyYIvXghIiyEWb7r4oXJ2QUm/SZdVQUv/Un3rWpyRBckhliYGxIWAX/avhK2VOUl5uVBV9WnpnUAo8VtExTgb5LS19cbNH1uCACAf0h40OlLXdMCICg8hM4XEhoJir4+gJDQSPmlrsQQuNQRGZrIuzgr8eyXh07f1K+xD8Dfwlx//0A4Ld8PoszEkMRE6DurgI6O/R363JGmi9tLX1+v6YoCzKSzKmBhrruEog3mZUf8qbBqLn35iXu0dwHn+I+AyfN0m5YoWgifXmSO5q7jx8D4yJ+cvZr+MzRiMp1i+kbg5OG+fbi1ChEZvUEQ8j4U30/74WeP15c+Tk+GpqyqT9El6xOjmLlzc9bW5+iXmvTzd0t+blISe3FWCUarMBb01H+sfco0MerlkrUvc7KaFD6XLw9CCCGuwZv9FzraR6AeyDLcC1ZKuP8cwCxn1iBkZcG8gr8c149dnpy9S9cnr9MVAfJLTRcuRKwOmTvvwl+aLkGEaKWlAruqCl46Nm9XVWEI3YE56NzEvKqqPGgqXrlyOyzcsiuCW4fh8vcPvKno6ps61Za2I93uDwXjVj+PvrNfHuoMX5a5xJ/u9B50bkhiZmYidDXt3y+HSNGyAAiavmyJTXW0Ul9fb1DANADTFfWdVdATlitgffVcMxST581duXIuFLxUHKbrszc50rqqPuWm2Lw6y28E2qULbcAZs885/hPZbxDDcAOEvAV/bz9CCCGPNnizXyQSjUA9ELKLiq+6R6bRT/EPkqQogNBVT1MZ29smZ0NoWGTb9v1Nq/LmGLKEzp1HFX7aMa8glAqdO4/a3wgRmazCQsMi2z493rVqVShcOn6sDeYBAEyeNzeUokCfQmdv67xEUaHcuV1V7x6fm7dqTn71rohNhRdBxK0DsBe3ZWNDYx9tOVTfFJA5R9dT+913MCcssFf+z8vT5oRA3+WLvZFxoVRfCwUUvXDXpQtjI5YFUJRu4UZ4dNkcdrEBAYG9iss/TQvwh77LF3upcIoCamxEaABFAZNCURRF9fb+RFEBFGU696fWpq6QOVND56xODfzy+E+UoT5GW0IvbtuGUxTFbBF0fVffHCjKDAjoMl0RnS3A31IFAgJ45rpRKPSpoasKsje9VFC1a+cqztHOd/wbyvqu8evJ83aF6ssNnTsPXjLNbLJWk0Odm2eO6PHtureP2Tpc+ryY/QbpouZY+TZAyFPgMHiEEPJCgzf7EUJDNCdvy+N//RQA5uTtyt70UkYGnTw5e9fOVaGhYdAG8wpCASA0DP56LHxXqMmyjRkvZfwJYPLjj08GgNBVT0fSCfoUOvHxjO0Zf52cvevpyJeM5oaGwZ/oBJicvWtnaCjw1MGw+M5VtjR6/KcuWQZfHtq/X/d3hCgTQkKWTdcnRYgyQ6DvLNw8fWj/aX0OfW+zf0h4UCeEmPQ9h8wRXdx/aP9pgKCIiCAA8J8aF0An6FPoxIj98v0XgqYviws4ZDTX3x/0awuavmyJvz8Y6qPvWmctbmPnt2GLgqYvozcpZI7Jiubqt8hyBbhz3SsUOqGrdm7pzHhpE+zayTnSTI//AoA2/dEJj2+pZh989AUEXebHs7O56+F5I5gyvH3oNfK9B03eIMPYdITcE/9VPIQQQh6NIoQcPnWNdbtVIATOX9Myf0oWP+KEeiFkk4qvunPmBe3Zsyc7O5sQotFoNRqNVqvVaLQ3e3sH7g0MDAwMDGjUanV/f39goL+88djqzNVVp7QpCUa9nvXNtwAgZbohMerh+5npU6dOjRs3bsQ2aoRdv3790UcfZf68cOHCvXv3bCmo7+yXupvGGev67i+KwFSHDr+3yejRoyMiDEPEbd9w92cSCrsd8Jc+e/mP8O/vPDUSbe3vip6Ui/43f87gOTlM3gIIuazzV+8w0/WnbwHAoOey+tO3EsLuB4QQQu6g+eIdk89wZjpqgg8FwG7Fvzkw5ujMgBUrVlRXV3OLwt5+hNCI6rrYERm32tXa/MgzfFf05Jt/pScff+1/bWnzI+TxsLMfIYS8EDb7EbKFVw2StHFjA6YtXcqTHDo3y10GVnvVXrbMPqEIyywqskMxFsx9uaYG7+uNkEU++ON+hBDyPtjsRwghhBDyFtjqRwghL4TNfk+nKk7OgX0NeQK3XoWL8fHxIYT4+PA++9i9abVaX19fk0Rv6PTm3UZv2HAu7lZ78AHPxfsWQMiT/HD+trOrgBBCaKQNvdmvKk4W5ssNf0tqSbnYOFlUpDS0AWVSKq3CkHdzq1ETkWkxspY3WtzMqvV5mNJ11eBLMaSZLdl7eF8T3RECAgJ++umnhx56yMMaQlqttq+vz9/f6Hf3fn5+/f39Wq3W3FKegaIoPz8/doqXbDgXNxSeesBz8b4FEPIwSxMecnYVEEIIWeVw80/2Ksqm3n5O61lVnCyszFKSBgEAgExKCZNBqW/LJ9QSQje/ZVKpDOL4SpRJDcvLpFIlAF+zVKlIqCUNYnoVOcXLG2J2pEEtIWJQFScLpTJSLpZJTVNAJqV0aQhAkNfQ4Ow6uL/w8PDu7u6enp6BgQFn18WeRo0aFRwc/MgjRg/veOSRR27cuPGvf/2LEOKsijkaRVEPPvjg2LFj2YnesOFcvKHw1AOei/ctgBBCCCHk7uwyyF+2Ix+KlMyFAHG5sig556Aqb/nBSihSljPtbXF5OaiKt/EXkhAjMOTiZ5gjjBMBgKy6QpJRDgAgWJ4lqmxVAXBSxMrq5iJlgwe2+U3GV+yDnBxFAlRUyEFSq4zbJsyXg6SWlAv1+WVSKq25qDarchvs2wc5OZCVkJ9vOi6CHg6gK4eZxTcUwzCKQ8LcpItehbJh+UFOfu5oEEOK+w3CoChq4sSJEydOdHZFRgJFUcHBwcHBwc6uyEjz2g3n8qoDHiGPN9IXMgmhyABFNEBcafAU5UMoX0KNwgcbIIS8hE0jNuX5Qoohlalam0VZy9nNNkFMglyhVB2slDONecvEGZKKNIqipDKrKqA6WAl8awRuiqy6wlBdK4t3BzIpPY6CEKIsEtFp8ua4fYTUSirScoCe2FasomepipPToJY05DFXAeT5igxCiHE2djn0rDSpDECQ10BotQn5O2RMcbTy5carEHDzc2srkwoVW+k8yqzKHOMKIIQQQshByIi+KO0ARbRayk/r+4DrvAjlRxEtpR0Y4WjgC1/4wtfQXvZjU7NfVKQkjHJLHemiOKGFuSzickIIIRnVVrTOZVJhZdY+67uHJbr2qbKoOc1TGv6q1mZR0WaT0NMXX4RxImaCTpfnC4WKrSZ7ilmcyWZSDgCIMyTQ3KoCUBUn0xdO0iqguVWlOlgJxms3WYVpfk5tVa3NUJFG5xHmy00u2SCEEELIMUb6KysZ0Pr4EcrH6V+e2S8t5aOhRgMZcHpN8IUvfOHLwsuO7HF/JkFMgrzyILu7VtXaLIoTctMHJS4npFZSUW2+cS6TUtviuGPC6TVaThEszxI1t3pGt7JSIR88k56oqHY4VzyUujs3GI0ssLAKFSc/b22tv3iEEEIIIfdEASHgkgPpKR/Kzl+qEULIddnltszizUWQbxinLZMK8yFruYBOFxqamzKpVGZ8LUD3OwBVcTKTi9tcZ6iKk43a/OIM/RUC/e8J+FN0Y9iH8KMDlyfOkAzlkoowr6EW0pKHOpReVl0hylouNPT/qw5WygFAsDwL8ncYX0YwWoVJfm5tBTEJctMSEEIIIYQQQgjZnV1u6QeCvAYlJAupfPpPie5++0y6/iqvpJaAWKxsNWQV0bfbE2Y1M7lERcoG3ra56mClHORy/bKiImVDeW217hnTkloiBgAxTwqzPpEH3dtPXF5bTbHCaOUCyQoJ8D9MgUWery9YUkvyBABbE3SrEkkkIgAAQd6+Ima/Mrf0060ClFsThMb5ubUVlysNJbjhTf0QQgghtzTCTychZKTXaD1XrhtCCNkXRQg5fOoae/gVIXD+muFuq5LF+Cgj1yaTUtUZdhsmrypOzoF9jmuE27e2HBVfdefMC9qzZ092djYhRKPRajQarVar0Whv9vYO3BsYGBgYGNCo1er+/v7AQH9547HVmaurTmlTEgLY5dQ33wKAlOmGxKiH76fLd1DNEUIIeQM7fq06f/UOM11/+hYADHouqz99a1Hcg/aqgDV8NXc0vveP5Bqt58p1QwghADii+JfJZzgzHTXBhwJgt+LfHBhzdGbAihUrqquruUXZp7ffAQzPh9PDHmEjrADpxjW4MveqrWV4IQwhhJBtXOHase2925c+efVt+HXxM5MspNh3jY7nynVDCCE7ctlmv7ickHJnV8KVOSpAgryGBvuXirsTIYQQcgmDtHQ7a/Kf+wSkO4s4jXnCWZybYs0a714+r7zUr/vj/vHC+HFjBivBcbDdjxDyDi7b7EcIIYQQQnY2SDv30rFGWDYfjjRdeuaJUP7FyWApg84lY0KjhJP8gL4E0DZ6+mT/QevtAHZ/PhZCCLksbPYjhBBCCCEAgMvfHoH5r8+58Nxn33Y+8VQ4AMClT7a8WH6enj1Zyp9iszFj7gP9HQoMowDuHy+MHweXz3feuQ96bt2FgIh4v6tnfrwLARGzJwWycwaHTJ/sf/fyeeWdcbprBzcun77xkC6RVZoTBxQghJALwGY/QgghhJC3sHjv+s6mb+Cxfw+bGZZS+Mk3XauemQTy3S+Wh7321zfnAFz65LU/EkIaykxTLN4NnzufEEInA8Ctnltj7g8mhMCNy8rb4xJmPQQAdy+f7+x6KAzI3dujBbNi1G2tF86NoyeudgUHjLmuvOQXMSsyANRXz5y/0BMTPnFc4Mm+3uiHAgBu9dwKHDuR9HSZlCaY5GdN3RBCyEMN3uzv6ekZgXoghLxN7aHjzq4CQsiTpS2b6+wquJtLx76FxzeEAoQumPfm3hOXnnkCOi5OlmyYw87DSbHB3a7zzV0AAGNCougG+d27/XCjr/mkPsdYNdwPY4L9xwDA/X5j7tdN0DnHhIQEAAD4BQT7qW78FD72ocCxXb03JgWM/an3zrgJk+HuZU5pwNPsRwghrzF4s9/f3ym/t0LINniVyp3Exkc4uwoIIc/UcuaCs6vgoiz0bl/+9q/n25T//qTu0TtR33aueEy3CLMUcxc/dspQf9sPY0IiBZP87l7uUN3pBxjNTmTy3L38I2txYnwDQdMKBEwKvnq5D6CvP3jcGCB3OaXx3mIAf9uPEPIaOMgfIeQ0wUF4VREhhEaW2ZZu58ljynlb/rqe7sn/7q1ffXrs8qrIsLa9Jy8+syIULn/71/PwOIRwUoZ6J3/QN7jvmxQZ3tZ6ui0kYfJD943xu9N2vXfSpABONpMJVk71rZ7+gJCHCADc7x9w5/oFUAdM8jPOY2s0EELIo2CzHyHkNL4+Ps6uAkIIeRez7dxLxxpBsmGOPsOcBfO27z1xqUK65ehzLz3+KUDk4ymRAAAiTsogbWdzrX4CAAGTIx8509F8ZpwwfqIwpEN5spXOMSYkMtyQzfg1lpVz7KSEsXT5owOC+7vvjAu/nwCAUR6env/Bo4EQQp4Fm/0IIafxwWY/Qgi5iNBntu1k/y2SVosAAEJf/aj6VaOcczgpQ3LfpEiB4S+/CfHCCfTkpMiESeyMumxMfvaEcU59osmfnDwIIeStsNmPEHIabPYjhBBCCCHkaNjs93SqkgVr4YOjGwWDZ3XhVaARIJNSaRUgqSXl4hFbJzb7EUJohI3wI+sIAeKqQ+lduW4IIWRfQ//OrSpZ4MeWW8dJXlCiMuSvyzXKqypZwJ7N/Mla3mhxM6vW52FK11WDL8WQZqZkk00yu35PYBJ/ZAcyKWUkuXiQANMLSGX2XL250kzmqoqTmb/tWw3b+FI+ute50oWjRy8saWf9mVvPzLX5da504S9K24dfDs+rfdcvfrHrnCNKxhe+8GWHlzM/2pARinLJpjUFBIBydi0QQmiE2NTbn1SoMO7aVZUsiNufqVAfFQAA1OX6xS0AxdGNAlXJgriC+Bq1OhXoGbl1EMtXYl2uYfm63FwVAF/PsaolvkZ9NJVexdoS8VHhznSoUatTQVWyIC63Tl2WWpdrmgJ1uX66NHMEG4+qN+or4vdWrNiDu60FG48edXYdPJOoSNmQJwCZlErLF1KKEe0zt54gr4HkObsSLJSP/iuXLwAkwV/+eCj/vVTdn5SPDzXcb2QxeccahlmEORQFAL4UNi4QQu5lhJvgGvDxJfcGqNHEldrYFBBfuKcBH1e8IIEQQg5gl2+sdTsLoPAD5kJAapmiEPbLVKCS7YdCRRnT3k4tKzPf9o4XCgbLZZgjiE0CgLqa99elpwIACMSZSWeUKp4UqKs5w66D5Q3JTT/D2hDXZjK+QlWyYEFu7gJ6nINuHmvAAz3kYUFJXckCXeaSEp5xEfRwAF05zCy+oRiGURy5MuNVqPjyc0eDGFI8aviBuFxZJAKoSJPKmL51o1EAquLktAoAgIo0Olkq48sGJqMI6E55dk6pjL80VmV45uq7+C0vyF2Rrj6DjmQYIh+K0r2AomD6b34Db757Tv8nULq550rm+fj6+Pj6zCs5R/lQlE/det/1dfSCh9b7sKfn04szr3Pvzp/3btu5d+f7rC95d56vj4+vj8+LddSh9awCz707f967JeuNV0Ev62OcaMg5b/484cuNjS8LfXx9fHznvdvGXim+8IUvF3jZ9bPKs5i5P76DXgMwigA1mvTfR+66zms06SeEGoBRIxwNfOELX/ga2st+bGr2NxbEsQfuq5RnkjKNesgFwvjGFpVKtr+Racxblpq+7v100waoeSrZfuBbI3BT6mreN1TXcvFu1eivy6XHUajVakVhEp3WeCb2A7W6Zt376WuBnnhL36BWlSxIhxo1a5BGY0FLulqtNs7GLoeelZ5bRw+HoNXEF+ysY4qjlYlNV8HJz61tXW5cy6t0HkXm/rWe1PAXxCQAAFRUywAAJLWEEEJqJQDy/JxiFQjyGmolrDn0qABONrpZLipSEkKIskgEAKriZGG+XFKrS6hISy5W8ZfGVMX8XEsL8q3IsTFjiDdnVe4w+dmBTCqszFISQkhtQn5OsQoAhHGi5lYVAICqtVkkaqZjrWptFmUtN/cGrqiEfXSMK9Ko6gxiVKA8X5FBRxp0KaAqzslPqDXOZsjZ0NCgLBLp9g9pyHOPjw2EEHLCt1bqHozuhzF3XenVD2PuwWgClNO/0uMLX/jCl4WXHdnU7E8qVKgZFjvSk2Kt/DacWqZWq9Xq9JrBW+f0LwKG0Dxfp2ufKgrPpJsv2q0a/aBSnkkq3GQSevriiyA2iZmg0xsL4uJaXjXZU8ziTDaTcgAgNX0dnFGqWD3z6e/DGaVKJdsPxms3WYVpfk5tVcoz8H46nSeuoNHkko2bE8aJdFOCvAZda1qcIQEAuULJtwBfNqVCDgDyyoMqfQbZjnw5gCRDDPpLC2aKGy5zKxKXj0D7VpC3FbYZXWWQVVdIttKrFWdI6IgIlmdB5UEVgOpgZcLWfVl0u1+pkCfEmKufqGgfXYgwTiQq2kzHm9lV+hRB3lbdKlQHK0GfjVkvKydCCCGEEELuwh538hcI4xvfkqk2GprMKuWZpNhN3PRBpZap1em5fjV1ZalmribU5fq9Favg3DWeXqPlFIE4M2m/UgWpPPWpy00/U6goc5NGP4CqpZH/Lgl8kgprMven03c6sGVdJQvS9XdeUJUsWDvYKth3eqDz89aWc4cIj0G32EVxQtDfHX9Q3GzizUWiiny5PF9I5QOAqEi5FQAAKtIoQ8bmVhU4qg3KXdEI7Szx5qxtO2TL43R/qlqboaLCUBdREQCAICZBXq0EVWtlQkaDAKorqmXlwtZmSUa5vaqhVMhBXwcQxonkCiWA0F6lI4SQ08iVd5xdBYQQQiPNLg/wS91U+Fbc2hKxrhVXlxtXAIUKAQg2Fb4VF5cr1Dc363JzoSydfS1AJdvfGP+qQFWyYKfwKJ2L21xn6NqTTGMxNX1dOn2FQFeOmZS3SjalbhQwSVzu1uinN30Il1QEG4/W5PotKFEcHVIjsa7m/aRMhQD26/v/VbL9jZAJAnEmxO2s28i+jGC0CpP83NoKhPGN6SYleApVazMAQEKMgG7M0/f6s9D+58+mv/kenSKvPNiaAAA8z9dzSI8/34pGiiBvKyTvUOj/ikkAyVZOXcQZkm2tsoOVELcPQJAhSauWZQDELR/uylWtzZCQIQAAXUtfAACgVMjpyzgIIeT2cuYFObsK7uHkyZOzZs1ydi3cA8bKehgr63lYrGzbnH3HbtqrAva5CbVg41FF5n79L+gNPyIXbDyqKDyT7sfMSE+F1DJW1rj9mYqyVBCIM5lc5gfwq2T7G1n3FVhQokotq4F0epx4fE1ZKgDwpejXp1sZV13N++z7FVh5gwHnSi2riddVOa6g0eoFFuxsGTwrE4t0qDm6USDY+Kp+VWtb4pMAAAQbPzDsV+aWfrpVyMSc/NzappaxjwwPuqmfTCrMlwNIapl2akKMgLkWQKOHlut+nA782WRS3Q/qxZuLRACQEJO3uUgEUMGMgFcVJ0tl5kqzvC7Ls8RmVuSIW/rxE2/Oaq6Q6//IkBjqIpPqbzAojIPKbZVA/5ZfnCGp2LYNzP+w31qqg5Vy3c8blmeJdPdnAFl1Bc9NAwQxCQ76mQVCCDkQQdbBWFkPY2U9jJX1PCxWtm2OHT/8h97bb+YJcKyH4A2Wbl2SdasQlKnVZUYpqZyUQQvnLuIOmFrX5frVCAWCVN1+YXaQfkK/v1LL1GpmacNO5O5QzvB7ngCZBHWjySo4+U1qyy3B7emH4zOP8tMP1K9IoypAJBIZsgry9hVVCvN1C0hqlbzZDAWCqEhZLgYQNyghWWhIBkktT2mmd/UznltrxSxBHu+KRpAgb6skP033h7hc2ZrMCq4uy/IsyK/M2kcfqOIMSVoFbLW51c8EW1SkbBDr6rCvKFlI3w1cUkt4bmog3ly0jc7A7HKEEHJ59v0e6dkwVtbDWFkPY2U9D4uVczfHLoP8HaEu1y/9faMUe/0W3HEljyjWZqyrUbv6WHn3qu0QicsJ4f9JuX6g/qAzxNxsYr5C+Qs0uxreuaxyzc/iK1Jc7sjPKkFeA7t0o5XxbqBxornKCfIaGgAA6H/ZKYZpVTF/u527Wvay5uqFEEKuzbO+RTsWxsp6GCvrYays52Gxcu7muGyz33E98O7Zt8/hqM0wM5pjmDwk6AghhJCb87DeM4fCWFkPY2U9jJX1PCxW2NuPEELOY9KHjxBCHs3DvkY7FMbKehgr62GsrOdhscJmP0IIIYQQGgke9jXaoTBW1rMlVufKlkih/MvcKQ6ojysb6ePKnePsYe9BbPYjhBBCCKGR4GFfox2KJ1ZtZUulUH44dzIz4YyKuSCbjiti85JuzbFbzHNkunGc3bPWZrlBs3/FihUHDhzAf534LwC4QjVc/9+nXvmTg98yyJ5qDx13dhUQQsi7eNjXaIfiiRXzFK7oF+vrMZoGtkSCCab9q+PSHLvF3CPTnePsnrU2y7mbQxFCDp+6BpQhiRA4f03L/JmSEOCEeiFkk/rmWznzgvbs2ZOdnU0I0Wi0Go1Gq9VqNNqbvb0D9wYGBgYGBjRqtbq/vz8w0F/eeGx15uqqU1qT47y++RYApEw3JEY9fD8AVHzVLVn8yAhvFEIIIc9g35PI+at3mOn607eA852Ney6rP30ra9YYo1Lad6dIYWX8q1v2AgCsqbz5zlJo350yc8t3AAAwZ/v39S/C7hTp2XjYu7cJ1lR+H7Nj5pYmXSJCFY0AACAASURBVE5o350y89UmJme0vTbO+RSKM3Fx8cZpbbtTZm5pAgBIXLMGzkwtLwep90WGiydW7btTZp7dfKNoKQDA4ZfHHky7USTgOa6gvBykUiinI9S+O4We9tzo8R1X7KNlTeWNoqV80VtqEhNg3rlrKr+fusN42jiGAIlvfe+GUR0sVhbjoIueC+HfnMFUnrxr8hnOTEdN8KEA2K34NwfGHJ0ZsGLFiurqam5RPkNdN0IIIYQQclOEA5pePZt2o6fnRk/lmr07ytoIiVp/qKeHTonbUlxPCIGmMzHv3eipXLM3SwrvMTnr82ee3UznPJlRJS1r45butvhiFb3+ve2JidtP9tw4tDFG14HqfZHh4olV1PrNOXsPHiaEEHL44N6ctCW8x5WuE5pdFCEeHT2+46o+f+arcZU3enpunNx+Jiu/ni96PDHRv3PfWWIyDUZl9pzcnuieUTUTK2vj4Gp4P36tWcpe8Lf9CCGEEELegudbZOL2jUuAAMCUmEQAAkDad6fO2qLvJ4xpA4DElSnRQCAmMTFGNwFA2lUK2LsveK++oDUqgKiR2IgRYu4bN9HPIuClkeHixmrx8jVZBw/vXLL0y4Nn3vz1OwQAuMcVK5JMCR4fPdNYtasUidt3LwECELVsZeKW2sPvLF1iEr323ZyYxBjeuQBG03QM9WUaUtwwqjyxGkocXI1zK4bNfoQQQgghb2HafUQAALS6rigAAG3b7tTZVU+e6JFFA7S/J34RtEwe0wmAxO3f1a2fbLZ098azNdwIeGVkuHi2b/HGbTvePUygVrFyQxQhbe+J+Y8r+l/WEejp0RvsPUgIIcQkeu2cmLS/90fTuBnH0COiyhMrK+PgkpxbNRzkjxBCCCHkLUyHkGpZQ6zpaS2BxIylUYQQcq6uqglYeUwmoqbENm0pPWzDwFU3wBMrQoiWQNPZNsKKlfdFhos/ViRq6ZOK2pcPtjyZEk3MH1dMSJl0j44eT6xY23uurqopO20xIabR48aE+85lT0dNiW2qqj+nL9M9o2o5Vjrm4uB6zLxNBl/KXrC335ucL31qA+w8sCHSBUtD3gdv448Qcqi0ZXOdXQVXZPo9kvk2yvwbvX5T7Pi5418DgNnZ2bOBADH0QRpPLP7j8W1pc8dNoItK3Ha8dr3L3yZsCHi+c0dLN2WPf3r8vtnZ2QAxXhsZLt72SfTSJxVbWwuuRRFCIFrKf1xFry/dJp47fhwr3cOjx4kVe3uzP7m2WPdGZEcPODEpBdN3rtG/i//46cGH54zb6uZRtRgri3FwSc6t2lDv5H9uz4rpvz9hVMTM35/+TDJlkPXYpYlofSHYIuVlEpZhRolevBQ22VCIw3YQ3snfjdQeOh4bH+HsWiCEPFPLmQsu2Ox3hTv5Zzzqa68KeDaVslUgjHF2LdwDxsp6GCvreVisbNuc6lMae93Jf6i9/VOeP3D7eXBSuzpqw2cHRnJ9ns4u8cSdgoYhOMjf2VVACCHv4sI9YS4HY2U9jJX1MFbW87BYOXdz7PTb/vOlT018IHriA9ETF+05DwDQUbEomk5ZUdoB5/ZseOX7E68snPjAUxXnDIus2LBlBb3UA1uO0CmlezY/ED1xw9dGZW74GgCObNCXxrM6gPotE5mi+FbnYc6XPmUIxYavAQDO7VnBFzeTqNKObIieuGjPkdKnVpR2GDLod4RRIfqYs1dNpz/2yvdMTczuOyt2kKUKn9uzQl8lqN9iKA15CF8fH3zhC1/4csTL2R9vrsuGH5d6J4yV9TBW1sNYWc/DYmXb5tjxw98uv+2v3/LYPzdeub0Q6FEApYtKYdPrcXuuHFkI8PXmDe2w4fnStw9wRwecUAi/vd0eBXBkQ/SzG1K+nQYnXlFuut2+gy7zlal/vv3ZIuioWLRwc337jtL2b6c9tYFvdQfER1ZkwJ9vty/SlzyZb3WeJCpm6omadgCo/3zqc3H1R2DhonNKmLaIG7eXwBDV86UlAHC+9KlnYc+VIwvPl+r66ZkMRzZE7yyVLoop1xdCD+tgMZRvOsto31m/g+q3TDRfYYCFm16IltVvX5QCR2o+ee4/2qMcGlY00nzwqzlCCI0sz+o8cyyMlfUwVtbDWFnPw2Ll3M2xR7P/fOtZ+PCTiR/q/36hPSp9Krzy/ETYc6V04Y5SswvOXrUoCgAAFqU/A//Z3jYNZr8tXaQvc/bbOxcBAESmrJr5es3XO1IWmlvdeTgAusxeIyXluf9sPw+gjEt5aVrJrnqY3Ho2NiaSG7eXWFEFgBOvLHzshT1XSheyC2MyTJ42E4yCb8rCLPa+s34HDVrhRenPPFvz9Y4UkH34jNj8sYTcEzb7EUJohNm3+8izYaysh7GyHsbKeh4WK+dujp3u5D/77a+Nu9YXXrm9Heq3THzgeeA0Mu2+OroT28tEC6G+rV7ZMk0aJV7R8s7XbTBVvAGgdZDFZr+9J/3z5zfXt+9IMZun7Z/fw7RhVc6eOygl5bmM+iPp8NELKTuGVSn3oypOzoF9DXkCZ1fEcbDZjxBCI8zDvkY7FMbKehgr62GsrOdhsbJpc6jBs1jHHt+5o2Kmnnil/Agr5XzplopzACnbr5x+fbai/TwAAJz4Z7u5Eo7UfDJ71aLJ/GV21H/+/XPpCy2sLkq8AoxTLK/OI0SmrIKd/3k2XRwJUxalQ70MhJMtxk0vWnJkD2RYuuvBovRnTnx+5DzfrKiYqfpZHfWff8+7+JB2kBUVXvjS22efzTj7+5e5s1yFqjiZ0ksuVtm9cNvLNF54WEU5hC/lw3rVbxg9+r7Ro+8bnVtvlG7uVb/BqpxMsaPvG/2LXecsZW4v+cV9hsyD57dUjbpcKzbEXN2GGIq6XF0hvyhtNy3W5mDy1mGo+whf+HLay9kfb67LLj9S9QYYK+thrKyHsbKeh8XKts2x44e/XXr7U7Z/+/ZTjz2ge/bj7Le/PhADr0+Pfh2AfrxfFABs2PjcA89P/NDoaX8nXlk48RUAAHhhz5UNkedLzZT5wp4rKWZm6TqWny81pDzz59vbF/GtzsNExcAJWFE6BQAiBfBJzbSvo4Anbud5+v8X7qiunzj9KeULwN+rn7L9zzXRjz3we/qv2W/zzpr53Asz+Ws2xB00aIWjxCtmfw4pLrsfZVJhfkItaRDTf0iVAPbsnxfkNTS4XlF2QvkwlzDPvZu8HA5qNWIA2Xrf3DrNe2ILC9at91leAQCSDB9qkKug51rhHaUmbwoAnCtOjpn24lTte6lm8grzGzT5zILF84QtU2MslW+2GueK5z3x/wAkPparx1+3oYXiXHFyTGVWq1ZreIeYFDv/3daGPAvvH76t4K3D0CqGEHJNFzo8u1vEnjBW1sNYWQ9jZT0Pi5UNm5NwPwDMsMvaKULI4VPX2MMHCIHz17TMnybPgLUbGx4BeGRD9M5pX3vwjfpc0JEN0bJ0S78IGJk6WL3f65tv5cwL2rNnT3Z2NiFEo9FqNBqtVqvRaG/29g7cGxgYGBgY0KjV6v7+/sBAf3njsdWZq6tOaQd91nHUw/cD7yOXVcXJQsVWUi42ScuX09OiImVDnoDOllXUnJ8vBwBJLcmoptIq9POhODkHshLy8ysMS+gG+e+DHP2/phkAAGRSuhgwSTepBYCoSMkUZaEmAvaChgKZ1dBJMimV1my8tqGrPXSc9VRtmZSqzqDDyBdSPqxFrGRtybrSt8VZs4ncatCLblUIh1I9Q92GFIrBgmBjMHnrYMM+QshpjD9hXAXPSWQYzl+9w0zTD3Me9FxWf/qWHSuAEELIev39/deuXRs1apSfnx/7h64URRFCKFZXET2G+O7du1WntCaf4cx01AQfCox+BPDmwJijMwNWrFhRXV3NXbu7jIKr3zLxgehnFa+XYpt/JHytf55f9LOwx7ltfoCvZR8+s8mF97sgJgEqthmPnRfkNeiG5iiLID9HP7OiEvYRQkitpCKNqs4ghBBSm6CbL89XZHCWYNNnMCwCquLktOYiJZ0q4dQsr0FZJBLp5hu1Xy3VRCYVVmYpjVYkk+pXU5tlv8gZUbU2O6hkFtmOfCjabFVLVVW8rUKy1ZbLGqri5DSoHfIVEUPdhhQKWXWFqHmb+Z+YqA5WykVxwqHVxUwdRmQfIYQQQgghu3Nesz9qw2dD6LdP2X7ldvuVI89HOa5CyGDhjtvtV+iXvW/HaFNltrv0YxrE5coiyBfS7S6pzHimYHmWSD8tKtpHtwWFcSKRvvUpjBPp59IpgrytEnnlQW67n7uI6mCl3KamqaWayKqZ5q44g1MTcV6eAADE5SbXEexKEJMAza12vQkBffuFNKtb8kO4QGCyoFRYmaUcUie4pbpZEwp5wlbdRabahHyh8REo25Fv2yEyWB0csI8QQgghhJCDuEtvP0IujOncr5VUpCUzHfEURVEUa5i93SkVtnTkWqZqbYaKNF3nsf7nA+LNzIUN0+sajqBqbYaEGLteVNDtImXcNmu2YBhd/a3NINeFKq0CKtKsuMejpbpZEwrDMSDOkLDb4rqfYgx3ID5vHRywjxBCCCGEkINgsx8h+xFvLhLJFUrmNn+EEGWRaPDljFjfoGK6/e1IEJMAklrDDUTpPn19y7RIZPp7Bnuu1/Gs66O2uauf/fMOQmolIKm1flAEU7ehhkKuUPKkyqRUGgxh9dzKWJeIEEIIIYRcHjb7ERoemdTQn6v/IbWqtRkkGWJdytDKUx2slNPLDkoQkyDP30F3EPP/7loQk8DfKDRPnCExNO1lUqkMQFUspRMEMQn0FQmZ1O6PKhTGiSqq6W1RKpgIDGlFvJlVxcmGPnRZdYX+korZkvm6+oe/vUOp21BCIc6QMLeWUBVvqxBlLRcwbX6Tfv6hbAVvHfgrhhBCCCGEXJxVzX5pdgb+69x/nV4BN/p3pIkzEvQ/7KeElVnKhjwBCPK2SuiR8jmKBCt75PVDw4fy03Bxea1uPVROJfCNERBvLmpOM3O3N7OFKrMqdVuU1hwnBBDE6If4p0Gto+7dLshrqIU0k7XIqiuAd7S9TMqMome2jD+zYHlWs/5HC6y2sLmSVcU53K7+IVWD15DqNqRQiMtJre4IFOYn0LcSlFVXgOGnGvqfZgxpK3jrwJuIEEIIIYRs5+vr6+fn5+vr69C1DP4AP3zQC3IjFV91j/QD/OyCflbfcG6SN/wSRtzgj9ca0ka5SGYPLgEht4IP8APnPsDPYz9zmAfaSjhjqnjn2ivFHVnYLr4tYz13WP8AYW+Lnkya3LrZA981SIf3AX6+vr6+vr6PPfbYt99+q9VqNRoNePcD/BBCPGRSfX+uULHV484TqoOVkLXcyo1ykcweXAJCCCGZNA10d+5pTuPchpU7114pboh+nC19rxvQ3e9YVq1LIcqiZs69gpSKhFrmwTQ5xSrvip6qONlwK2XkNeg2f2xs7JgxYyQSiY+Pj+P6/LHZj5ALEOQ12NRoF5czN5Bzr+vZVhlSVFwksweXgBDyTKri5GSpNJn9myDmYTT6X4ipipOTi4ul+vmG2SZzKUOOnHy5PF9o9/vAOJmsukJ3XxPB8iyR6S1iuXPtleKOWPeAEWdI6BsNicv1X1aUCjnnl4mGufQti70reoK8BhtuA43cGt3mT0hIiI+PX7JkyYwZM4qLix3X8sdmP0IIIYSQF5M3x+1jHkMrlbGfSlKboLtzrDxfkUFfYpZJhYqtui7brMqcYpVhLiG19F1hBXn7ikSiIiWx9Xkirs/yPXO5c+2V4k6YNrcwztD+pi8aVWdY6K7gjk/zxughz+fr67tmzZqsrKzMzMzExMT4+PikpKSjR48y4//ta5QjCkUIIYQQQu5BpG9iiTMksK1VBWIw/MoaRHEqABDpb3aqam2GigqKGYwsUUKcYa4jniyL3JK4XNmaLKTydX9KanXNeEFeA8kDmZRKblXyXhSSSYWVWcoGAbjN+HyEbKPRaPbu3ctN12q13MThw2Y/Qshpag8dd3YVEEIIGVMWJ6dVZilJg0B3Zz5T+vut6aiKt41k9VyEqrVZFLfZ+rn2SnEjdAMfdEeR0GieOEOSVq0EMG32y6TUtjju5QAvjB7yAhqNhrmBHyGEogx352NP2ws2+xFCzuGCN9lGCCGvJquuEGUphVCp7/9XHayUQ5ZRHkFMgjxthyxv8DvKyBU8zTr3Js6QpFXLysViUB2slCdsFQB9/3nFVlIu5plrrxS3pirOyYcspQBAVSw9uLw8TwD0oRa3mR09elr3IGQA4Iu2F0YPIbvBZj9CCCGEkBeT5+vHYktqSZ4AYGsCRaeIJBLOoH1xubIoWajvihIVKffxlSnI2yqh0qgKk5EB7k5cXlut64aT1BLTKx/cufZKcUv65+gxx4AgBkwPNdYN91QHK+Ugl+sziIqUDd4UPebxhUIq3+0ePIjcAkUIOXzqGvuJf4TA+WuGXxSM0PNdEbKHiq+6c+YF7dmzJzs7mxCi0Wg1Go1Wq9VotDd7ewfuDQwMDAwMaNRqdX9/f2Cgv7zx2OrM1VWntIM+6zjq4fvB3o9cRggh5FXsexI5f/UOM00/zHnQc1n96VumFVAVJ+fAPk9qmiOEkEvq7++/du3aqFGj/Pz82Pft4x3kT1HU3bt3q05pTT7DmemoCT4UALsV/+bAmKMzA1asWFFdXc1dO97JHyGEEEIIIYQQ8lg4yB8hhBBCyFsJ8hoanF0HhBBCDobNfoSQc7jFbfzxvoMIIYQQQsgurly50tHRcf36dXYid5B/UFCQQCAICwuz46qx2Y8QcprY+AhnV8GSljMXnF0FhBBCCCHkITo6Oh577LHg4GD6T0IIANy9e1erBUK0hBCNRqNWq2/e7D13TonNfoSQhwgO8nd2FRBCCCGEEBoJ165do9v89K3HtURLtOT27bsajUaj1WoGNHfu3rl1qy8oMOBK9xX7rhqb/Qghp/H1wbuKIoTQiOrp6XF2FRBCyBs9+OCDoO/h17Ko1fcGBgY0Wo1mQHPnzl2tRqvRaOy+dmz2I4Scxgeb/QghNLL8/XGYFUIIOYFWq6UnCCFaLaHb/BqNdkAzoKchWkKz+9qx2Y8Qchps9iOEEEIIIeRo2OxHCDkNNvsRQgghhBByNPzOjdDwqIqTKanM3J/czMnFKv1/yJfyceWXs8ODEEIIIYSQHWBvP0IjSJDX0AAA2OLXoXyowTMhhBBCCCGEhgG7sxByDFVxcnJxsZSiKIqi9H37quLkZKk0WZgvl+cLDXNkUkMWr+JDUa78cnZ4EEIIIYQQsgNs9iPkMPJ8RQYhhJDahPwcplUft7lBWSQSFSkJIYQ05AmcWkeEEELI/lQlCxaUeO7l7Lpc/q2ry/Wj5dbZOcUNqUoW6LaCCZZV21WXyyzhbdEzd1whZAfY7EfIYURFm8UAACCME1nMKC7H9j9CCCHkBlQlC/z80t/nm1WXmw41arVarSg8k55bZ8cUN6QqWbs/U6FWq9XqmviCtSUqUJUs0G2XugbSzbRv63L93oJ1SbppL4qeheMKIbvAZj9CCCGEkLdSlSxYkJu7wKh71NBNS/e6qkoWLCgpydXPN+nFNcz1M+RYW9DYWBDH6uf1GIKNR9WKwiSeOXU1769LTwUAEIgzk84oVXZLcXOC2CQAAFVLo267IDV9XWMLd7tUJQveilUc3RQLAPaLp3swf1whZB/Y7EcIIYQQ8mKNZ2I/oPtg172fnltHt0DU+n7anXUAAI0FLelqtbosFepy41pepecqMvevLVEZ5qrVNevef6tEBYKNHxQmJRUq1OqjG71yKJtAGG/SrLVXitsQbDz6akucn5+fn1/c/swP6OOAaYULYjktclXJgrXwAf8B43XRQ8j+sNmP0PAIlmeJKqr1j+xTHayUSzLEgy0TkyBXKA1/e+0t/RBCCDlfUqaYbmqlpq+jG2ZMf376+7qWWlLhJrqfVqU8A++n03PjChrpZhUzV9evixAz2F5RmNRYsLMOILVMkbk/jjl04oVGDXyVbD89QIQ+rgriFrx1xllVR8gTYbMfoWES5DXUQhp9x35KWJmlLB+s1Q8g3lzUnGZ0j3+EEELIJahKFsTpf5XNO+o4qVChZpSljnwNXZ9KeSYpVuCIFHehKnnrDH0xSLDxqKLwzFslKtYwEkVhkul2GYaYqBWFSUmFiqOvxhtK87LoIeQA2OxHaPjE5USPuTOfIK+BO82eYOXHW/ohhBByvrqa9+mef33/v0q2v9Ekj0AY36gb+D8ILxlfrSpZoLslQmr6uvdr6JsjyPY3xgsFdktxQ+zjxHQzVCVrC4A+xAzR4/Li6CHkAKOcXQGEEEIIIeQ8jQVxfgUAALCuRr1RAPBqvB+dkrRuHae3P7VMUbggzs+P/iupUPEBX5mCja+u80v3ez+pUOFhP+9XlSyIK2gEgDi/gnU16jLWxqWW1dT40ZFZV6NOtWOKG2IfJ0mFiqOpAFCXS9+r3sqjwquiZ3pcuU3FkdvAZj9CCCGEkBfjNMJSy9TqMqMsR4+y/hBsPKreyD9XsJGZ5hbiGThbv/GompnmbrS9UtwQJ1I8myVgR4+VeNTcAh4bPW60ELIvHOSPEEIIIYQQQgh5rMF7+yu+6h6BeiCEEEIIoZHG6p9HCCHkqXCQP0LIaWoPHXd2FRBCCCGEEPJwgzf7n00eNwL1QMgu/txw3dlVQNZKWzbX2VVACCGEEELI8w3e7L/Uw73VBkIIIYQQQgghhNzA4M1+MgK1QAghhBBCjtfX1+fsKiCEkDd68MEHnbj2wZv9Wmz3I4QQQgh5hODgYGdXASGEvFF/f78T125Fbz/Bdj9CCCGEEEIIIeSWrGn2j0A1EEJexy1u44/3HUQIIYQQQu4Om/0IIaeJjY9wdhUsaTlzwdlVQAghhBBCaLjwln4IIacJDvJ3dhUQQgghhBDycPjbfoSQ0/j6+Di7CgghhBBCCHm4wb9zE2Lm9f1Xs9eUG16vf3/BXE4ChLS/+Xz57Oe/OmYpj5UvOxaFL097Iffi49qcHR6EEHJbquLk5GKVs2vhADIppSeVmZ/LzLNXivtRFSdTbFKZ5e2yLr9nR08m9cx3DXIJg3+v1RKzLwAAUcrxD6XHtycmdDateuGrb8xnJoOVZv3LjkXhy8NeyL04u10/CGeHByGEkIuRVUMtIYQQoixq3mbSRJNJ0+i5yqLmNKnMjinuSJDXQPRqJSCKg+Jk3XaRWkjjtG85+YVeFT1VcTJFpVU4uxrIgw0+yL+t28wDBm9qAADu3Gvr7gcqfm2K6uVDqrL/SZgU3/Gbd35Q6RtggmUZf1gY9PfK+moCAKpNL6iAiv6/Lwd9xskDAH+v3PtfPxgnKo4+81G7LmnSjHd+/bMrJkVtXwDcpRByF6ri5BzY15AncHZF/j979x/dRnnni/8zcqKEOg5J+iXkFwkxI18iC1hKIVjKYnIhYNnU60DwtvewMb34SnvNeiXiTfdAQ8/5Lik5lOsg1YsP0ppDQ7m3XDeLjb9YEmRZ8L2RDKRdCnWUrTU4NCVJHTY/wHEhiq35/jEjaSSNJP8YeSzp/To6h5nneeaZZ57I2J95nnlGFQitAQBUxjlNTUEDud0BIiKLh3eZiXOadPYAEREZHSG/jZymJmo02O1ui4d3mePZSbmxGjhnkz0QIB1jNzpCBfUrzuxyiVuhYMDQkHBl3l63pcFFRMTWNRq7hzkihVLM+d2DnHOv27KHp167pcFMRETmBkttb4hI/rrE8qFepoh6j7X5+TqnqUntdkDhUuxv7lUrlxERd+YLuuqmp55++Bf7Hv7Fvoa/Wk3cWwOez+nPGrf+Z4aI2fj3+x7+xdPVfyZX5o/vvv7Mh8Te2/CLfQ//Yt/DT925jD7/6MlXjospf7WRTn/4/LsXkqpalXoUwFxKnJQ2w9vK05gMWVDzJksYTeLnrb9Z2PJWcqJqH7W7BwBgTgSG9AfEMVZ3rdUrHXf1GOzPeomIAvZgA8/zLjN5rbrgHnHAu7G7ycnFc3neY3HvdXLE2g44jEZHiOcLKuYXCb/4ext4lzldEbbCEAiGcpGSh7zP2smx20xENDQs/gGj0xtj2xnKRxVx7wEoJfto/9LFaf721TJERCUasYBk9+TbPZY3zovFGFq8SLN0sWYhERFzxWLNUiIiSi1TupCIiHuz93tv0vX33d9+17KTw59yPNGbvd97UyzInR1Lqmos5ahp9gAUlHPjqpxWGB0h8lqZWmumvwPSYW1+fw7aNe8xGia27ftrTZ2biCwNGoZJfwgAACjM2FgnxObmBgvtHebITPHhfjLqOSIyRuMwbniI3G4mNhnZEiJ9PFenN85t29XA2vy8jbxWxjRcWFMZckIcumeJWFdo2KRj7GKGxSPbdfHyCNgBlJR9OIth0n6kBU6fOU9E16++8vS/9ljeOH/9d+73OP7r//ttSQ3SwnJl1t293dNcLtT572+8Vvc/fy9EBEIx8fPQhqSqUo/K0GB8Cv6jMnODJX4nOzYNIDo4zzlNJqfTmphI8Swu4SiGMTm9kpkEJidH4rzLgF0nrSPlRJLVbIQkrzX5hPOEhmFin1qX8DQfMZJEdT9qdw8AgBpCTpOuuzEkPsAuE8YbHaHYQ9gzuNNdIMwNlvRDydzwkFGvy0VKvkkYuo9NIwk5jGmuS2aon4q39wAUlD3s12gY+Y8YfJNGw2g+/+h/vHGe1t3yg23LT//xPBERw2g0X5z6o7DJxB7gFY5NU4bR3LjV99NHfD+85XqGiKF1q5YT0b+/8ZtfJ5w6pWGJR6VtMD5F8FH0p2PaOOded3TMxGuN/tHkMdiboiF3dBpkyEHxRAmvVWc3iIsF8X6bOTbNUjyAtflD4rxJXpw6KXMir7V2SCjiaZzL6wcAgLzm7XUbG+t08fF/rr87kFSGrTAExIn/WRTi/GrOaY3+8vb2uo16nXDvXXjCz9xgcfd6iYR+M1SwcM7JbgAAIABJREFUiqXkLWHoPnlGBOdsspPwFYv3Xmr5ou89AEVln+SfdsRLSD/yds0RIiJad8tLf/9na4jW7rzL/Ku3vX3/XPP/Lb9+rViSYa79y+8s9/WNPPm3I8SUP/VTmTKn/+W17/dFp/2vu+WlndcydO2be5bbfvzrJ/92REi+vv4B57aEqqzfOe9KPgpgjrlrmehCRn7hDrW3V5yiJqxbs7efs9koPkmSte2x2KOJcd5et8XDyw2csHWNxm65U6c5kcgs7JhdeLkhAACkEbBHZ15bPLyNJdpjYIQUo8WSMtpvdoUcJl30z0OjI3RArk7WtsfC1DLuAlvSj62g5M6S3MI3uzy9jNAz4m9zpVLyE+dsspMjFL8Ar1VYqz7NtyK5fFH1XmyhTB1jjz47CqCk7GF/2gHUG7ce+setchnX7up4ZFdK6rp77j90T3z39tQyqxIKRBP/rKPjzzJXtSP1KIA5ZfHwLp3TpIstGJv86KPRMZVquOEhooakNOlyyvKHpJzIvNuxVyf8WYLfHAAAkEVKEGZ28bwroUjCAjTCs+2yuZKlalIrKQSpV8Xa/HyGbKVS8lHKFyVL76WUL6beS714AGVN5dl+gLwxBz8z6bC2A/GZ+2yFgSye2JOPqSsZc8NDNIWZZ/FJ/7KPV6Y7kfjwXMhhdCe/VBgAAAAAAIrLFJ7tZ/DBJ28+qpIG/uYGSzzi9lqT3+vH9XcHoi+vlVRQ12gU3p0ULTY8REKx+OOVSa+jkTlR7MlDtsIg3FuYt0v6AQCAylibv5Bm4QMAgJypPNuPh+UBpoa1HXB063TWCt5llr6mxugQ4/TY85NGR8ifOvmetflDFHti0uLhXcKjkQmPV5p3O/YKRYyOkN+WeiLJk4f59FRb9Ik/chfcs6AAAAAAACqaxbP9AEBJj6VJH82Se0orNZyNPgYZfRgy+SiZ59OSi2R/di4vlvTLy0fxAAAAAADmvSmE/dmfAwAAAAAAAACA+QiT/AHmimR9YwAAAFWcO3dO7SYAABSj0tJSFc+OSf4AAAAAxaKsrEztJgAAFKNIJKLi2bOH/R9++qc5aAcAAAAAAAAAKC572G+56+o5aAeAItxvj6rdBJgGz5vvq90EAAAAAIAClz3sBwDIhdp7N6vdBAAAAACAwodl+gEAAAAAAAAKFsJ+AAAAAAAAgIKFsB8AAAAAFMV1VFd3cGq3QnFcR7VWqsWXmO9rSc5QKiU/Ra8j8bvga8n03ZDmFlvvZe4ZgFlB2A8AAAAAkB3bOhCO6mumqk2sNNfXUk994XA4HGw/Wt/iUzAlL/latOJ1hAdaxY7iOqq12vquNEck5RZV72XuGYDZK/ol/TinqYkO+G1s9qLTLAwAGWEZfwDIKawbOiVcR/Ujxyqpq2uQiKi5L9xZQ1xHtb5tkIiIqtqDA63UUf0I7ahsa+tq7gt31sSzk3JjNXAdj7QNDpJe21bVHoyFfAWF69jX1fx4WHppvr6u5vpOIiLWvKPqYIgjUiilJh970Nd3tD04UJOYyLYOhM0d1Y/IH5KYq1R/5kfvZe4ZgNmbftjPOU06eyC+b/HwLnNistERiofGXitT646X3T2cEDnHAmnJ8QmH54tZ3hGQOTypo/OyVwAy21S5Xu0mAEBhOnb0hNpNyB+DRzcFw2FWGJ5tqQ931rQOhFuJiMjXot3va91FNNh27PFwuJOIfC36Y4+HwzUk3DLoML8oyfW1aPd17KppbX2x/eAj9GJhRvxERL79bdQerEmXzeoqB/s40imUQnnYjb6+rsGuLm0bEUVvJ81c0fUegPJmNNqfEoFyTpOuuzHE+1kiIq+V0ZkoFI3lDR6eN5OQYfWSXq5GrzV+vNdqDeEnlIi1+XmbsOm1Mnv1degSKDgrlpWp3QQAgKJXtcMs/I1RU99M+0Ic1VB8uJ+qNnFEVNW+SwjbuNBR6urSxiYjN3O0KZ7Lbqqa27arQ2aoH1JFg32uo1rf4ptd4A8As6TIs/3eZ+3kOBC7EWB2hRzU3c8R199NjpDLTLGM+HYKQwWbphTnNDECk5MjIq81ukWc08SYnJykiJDDOU0mq9XEMAxj9YqZVm9CupiS9ixyWdHR9+TTEedssgcCdh3DmJxcSm5K3an7ksNTu9daOyTpXoDCUaLR4IMPPvjk4qP2/97yGddRrT+4IxgWHo+WCeOr2oOxB9yLMpbz7W+j6I0OeVzoaNJz/0ql5CPWvKPqaGg2S9UVc+8BKGRGvxcDdh0TY/Vyw0PGxoSxaLbCEAiGuP7uQCyYz8zcYHHXJgfiAq9VF9zD8zzP86HG7iYnJ9xWsD/rJc7Z1N0Y8ttYYm1+oQjvMdif9RIRBYb0B3jeY3HXNpGwsdfJxdJ5ISt2vtSzSBtgN3iELIdRuL7k07G2Aw6j0RHieb+NTc7lnE3RCjyGYEjmXAmHp1w/gn4oWBoAgNxQ+39v+cnX1yWM/EfH/znvwcGkMqyucrBt/1QWShs8VphrkgtD/bHHF7iOanHF+Jr65q4+H5HQb5U6VrGUfFRT39y1T1iWPsNlxHtPvoZi7T0A5SkxyZ9z7k1bUq9Ll5XI7OJ5lzCQXxtdLkCofHiI3G4mujoAWUJELGs74DDpGJ3RERKeK0hcWkDPEZF4J0JvNOrFDTE3eofC3GChvcMhfdqzxBpgdBxImqWQfDozmyGXrTCQvZYhD+8yu1zEOfemO1cqr7V2yBFy4X9ZUJjwpzkAgPoG2/TxR7BbWaLHK7VCSlVzc8pof01nsL1ar9UKe1XtwRfl6mRbH2/W1mu7Cm5JP67jkbRP9dd09vVphZ5p7gvXKJiSj2o6g6Fq8XsUW9svthykXtvW3BfuTPxqJOcWU+8lX3veNBzyhhIr+bMVhsDefs4WvxPADQ8Z9btT07Myu3i+wcr0el3meKAtt5gdW2Egiq53J11agHOammZ0FVNfMi/z6WRyhXsa0VsaIf2Uz4WgP8+p9eqH/HnlBMJ+AAD1pYTmNZ3C6n1xAwOSHTa24l9KLtsa206tpCCkXDzbOhCO7aRetFIp+Silr2SSpL2XmltEvSfTWQCKUuRvbvNuB9njE+O9Vp2dGutYIV0Xn7jvtVq9bIUh0N0fLSo+B8A5TbFS3PCQdI4AW2EIiNP2JbzWWvLwHkPsrNExfK6/O0BT4+11GxvrdBnOEssSGxyvXPZ0gWBINpdzWp0ckdnFhxzGoWFKc67Y4ZKLxPT+vOG1MkkrOsAUlDCaOfkcf/6OO57/ZOqFFy664x+PJ6e/9TcLW97Kevgn/3jnwoWLop+/8U2/BkZTwmiOd9wRq+TOjuMzqEHuQt76m3jbpl4PPvjk5Uft/70BAADMI8r8XmRt/lBjd/SB/1ryiM+oszZ/yDFUy8QyGsxkdkmK6robQy4zsXWNsVK67saEUNfsklZhcnLktTK15HGZyezyGOw6q5e17TGIyw00BQ3GzG2NLUxQSx5/wjKEiWeRNMAj1i5WLns61rbH4q5lGFN/XXIuW0FignBtcueKHR4/s7fXLV1FQWbZA5gnOKeJqSVPfEUHHSL/KWI0zBx9iJiSqZU83v9Lqqoa7PYejye+2VKyYEHdPxGjyXp4CRFZ+iORyUhkst/yT9/5729OtwYNM9Kx5fpdN4iVRPoNv+wfmWYN8hdyfJieC01GIpORyPBzQ9/585+OzFn/44PPnH/U/t9b/mBbBwprFj4AAKSaftjP2vxyk4fj69jxvHQlfmm6mCFNEquSSZKvwm9jhTnzwimim2ZXNN/l8gur6sVuPCRtGB0haWukBdI1IVq7WHnq6SSl/DY2JTeWkOlyY4cnn1WmU2Fe4fq7AxZP7B/I7PJYpPM5+q3JN5NiMwOiSbFXO0gSTE6nlWEYk8nESCfMpLwdQnKHIeWVE5Tw3ov5KP4n+ic//fMtP+34a2EJ7i0dnzAahhn56ZbYotx//tNPEov99ZsMo2E+6diScIhcPZ90bNE9Njj4mE5TotGUbPnpSMZgYaT/l8xfvvykZfCX/Z/EEmtdPM97LERM1liDGCZWrEJvjG5PowbG9z8eYxwhV624W+sO2HXTqyHNhbB2t50VtnX3/aVx8BinfmiGDz65+qj9vzcAAIB5BLPgAGaH6+8OWBqkd2XMDRYaGhZC7YA92CC8BSL6IIywYgPP87ynkYiIvFZdd2NInCgQe1hGPNDv32Nx94pxv/BgCit/iOSNEdFXTuSZlL6K3x8LSZ4jEou5zFm6LpbI2vwh8VUZcvcVE3H93dRYx5p3C28hnZXUr8bUDhseoim+AyXzyTNdCNffHZjykqsAAAAAkNeKLOxPM1UBQGnRpRqMjt3CHJe6RmPy8g1mm40l8va6LXuEb6W5wRJb+SJ6IJkbonF/POqXOSRNiGl2ZQ10541YX9n2WAKJoSpb12hMLpa963T6ad/+EINlIrauceZxv7s2OutiBlE/hYIKBORZLsT7rD0Q7TsAAAAAKHBKrOQPAMlS4ja2wkBBIiLzbsdenY6xE5HFw7t0SS+PNDqSqzI3WGp7vS4z9bqNjSE29X2TRgcpFCvOP5K3Yab0jGw/zPJ0/d2BQED41yEi4/TeRBITfQcp5zTpTM6pviNEIhDM9F7PKch4IV4rUzvkCPnx4BBAURobG1O7CQAAxai0tFTFsyPsB5gdtq7RaE9456S3100GD0skHWLlhoeIGoiEqes2ISTc69ztrzCQZU/S2g2JY7NC3L9bP2TZ42JJuIOQcghNf2R73uKGh8jQIDzMYDd4eL9Z9s2csv0wq3n5XH83OUK8GCBzTlPTDOP+aAvrGo32aUfw5gYL7R3myDzzE2e4EGFJVB4xP0DRWrFihdpNAAAoRpcuXVLx7EU2yR9AeWxdo9FdG1t3z2utdcfnoUd5nxUnfIvvcxSCVkMFS+YGi3tv9LF0r1XulQ3mBot7b1O3ITphXO4Q2TdNzvsl/WTFnlfghodImCUv/2bOKXSdiK0wJDxiId8tsYnx8YMyzfPP3rfZHqBPU0PSq0+91vRnmeaFiDE/FggFAAAAKCrZR/vPnTs3B+0AyF+szc9XWJnowtFGh2RWd8AuTrQ2ipOqhfc52omILB7eTERmV2jYFJ2ObXSEkqsnYbzfTXtiwZrcIWaXp5fRMXYio8WSlyP/qX1l22Nhahl32kuaQtdFS+527NUxjFh5Ra+bLJ7kYXyuvztg2CN9e2iDpXZvP2ezsV4rU+smInIz7ui/r1e2EiIicteKjx7EvwvTqoG1+UNk0kW/URYPz06nhrQXUtHrJqLa+HMRFtwCAAAAACgC2cN+TAaDvDKqzmnNLp53JSeK0/mzlkwpx9r8/pSDslYt14aUA+exhPslgtRLSuqZjF2XtB0ryDmHjI4DKeEua/Mn9ZXZxUteFZqYxw3LViL/jz6tGtJUM/Ua0l+I3LcUAAAAAAodJvkDQHFJmgKvViXzoQYAAAAAKAZY0g8A5oGUCQ7z/FSzr2Q+1AAAAAAAxQCj/QAAAACgKM5pyrcFZadDZrHVNKu0eq2MQLJQqzIpeSPeM5zTJF6F3JcjnhvLLra+yrSIL8AsIewHAAAAAJgSzmlixCVW47xWZi/JLD7rtdaSh+d5PuQYEt75o1RKvpD0DOds6m4M8TzP8x6DvSklvg0FDR5eml1UfSX7vQJQECb5A4BqPG++r3YTAACKG+c0NQUN5HYHiKIv+OCcJp1deG+q0RHy28hpaqJGg93utnh4lzmenZQbq4FzNtkDAdIxdpnVWvMca/PzdU5TUzyFc5r26kP+un5pIhEReXvdlgYXkfCy3+5hjkihFHNe9GnantHpZd7PY3a5ErKV6r386KvU7xWAshD2A4A6au/drHYTAACAKDCkD/HRN4VaG3iXOfYyEa+VedZr200UsAf3CC8D8Vp1wT08bybhloGz7oAk12tl9jp3m222A47uJjpQYBG/HM5pEi808+RstsIQ6A1RhUIpNP87NqVnWJt/T/R1x0ZHyJ/2Erj+bmo8wFIwllLofQUwBxD2AwAAABQxY/SlIOYGC+0d5shM8eF+Muo5IjI6dguvC+WGh8jtZmKTkS0h0sdzZUdxCxnX3x0IBHSMXdzXmajQpjfMkEzPOAx28vC8MF3kWa/NJfsOW69V190Y8rOUN/PzAfICnu0HAAAAgKiQ06SLPoMdcsiE8UaHkMnzPM/Lh25Fg7X5oz0RchgzPNLADQ8Z9bpcpMxTKT1zgLqHhNtDrM0fcgztlVu8zmtl9upTO7HA+wpgLiDsBwAAAAAib6/b2Fini4//c/3dgaQybIUhYH92KgOxgWBI+SbmA85pEteQNzdY3L1eIqEnDRWsYil5SPrNiV1GvK+EbWnMX8R9BZADmOQPAAAAUMQC9uhUbIuHt7FEewyMkGK0pK5Ob3aFHCad8IQ2kdEROiBXJ2vbY2FqGXfhLekXW9BQx9iFFRAzMLs8veLT7BYPb1YwJQ9JvzlGR8ifdBlcf3eA4o8FGB0hfzH11bS+VwAzgLAfANSRF8v4Y91BACh8KaG52SWs3hfn90t22NiKfym5rC22nVpJYUi5ekmGP1YilpraDUql5I+EnrElZ/GSzeSOZYunr9J+rwAUgrAfAFSzqXK92k3I5NjRE2o3AQAAAABgthD2A4BqViwrU7sJAADFTTI+DwAAhQphPwCopkSDVUUBAAAAAHILYT8AqEaDsB8AAAAAIMcQ9gOAahD2AwAAAADkGsJ+AFANwn4AgDl27tw5tZsAAFCMSktLVTw7wn6A2eGcJl1wT+wFq0m7qYWb6IC/rt/URAcK7E3GM1HCIOwHAJhTZWVYSxUAQAWRSETFsyPsB5hD4oLJnNrtmC8YDaN2EwAAAAAAChyG2gByg3OaTE6nlWEYhmFMTi6WaLWadPZAwK6L53it8SJFRcMw8/mjdvcAAAAAACgAYT9AzgTswQae53neY7A3xaJ6/W5/yGE0OkI8z/M8ZvoDAAAAAEAuYZI/QM4YHbuFR/x1emPGgmYXz89FgwAAAAAAoOhgtB8AAAAAAACgYCHsBwAAAABFcR3V1R2FuGaNr0Ub1eJLTBH305SP5SqVki98LfFvgqT3tKnfD/SVtK8AFIawH2B22LpGo7vXK+5x/d0BS4P82/skx1QYAsFQfL9ol/QDAADIJ74+6guHw+FwONh+dF8HR76WeiEl2H60PiXMTM1VKiUvcB3VWm19V0Jas9h/4YFWNqmseI3hPqqv7uDQVwCKQtgPMEusze+hWmHFfkbX3RhyZYv6icy7HUO1CWv8AwAAqIDrqK5uaalOGB7lOqL7wpAs11Fd3dHREs2PZyflauMlHmkbHGzTyw3p5reazs4aYYs7NlipY319Xc31NURErHlH1dFQ4tWm5iqVkh/Y1oFwsL1qSmW5Y4PiNVJNffPgMfQVgLIQ9gPMntnFR8VW5mdt/tRt6YakvNmFJf0BAEAlg0c3vSiMsjZ31bf4hAhE0FfZtt9HRDTYdqw+HA531pCvRX/scXHAe8fBRzq4eG443Nfcta+DI7b1xfaqqvZgypBuQRBue/TVh6N3AASsrnLwWNogMzVXqZQ801WfZoo/USxGZzclxetF2lcASkLYDwAAAFDEqnaYhdi8pr5ZCL1i4/n1XWIsVtW+S4hxudDRaOSm1bcNCmFVLJfdVATDlcJdkfq+gpvKkHs1nfH7SY8k9l5NZ3DHQX3si1WpK7z7RQCqQtgPAAAAAFFcR7X+4I6g+AC7TBhf1R4MxySOeBcRcSZ6HBc6WrUpbayamqtUSl6Suz8Um2QSbK9CXwEoDWE/AAAAABD5+rqEkf/o+D/nPTiYVIbVVQ6KE/+zKMT51VxHS3SM2tfXVbWJralv7uoTFkTwHhSHqLmOanGRhNRcpVLyk69FXGIvdhnxvorhOh5pox3mYu8rAKUtULsBAAAAAKCewTa9to2IiJr7wq0s0eOVWiGlqrk5ZVC2pjPYXq3XaoW9qvbgi3J1sq2PN2vrtV1V7cFCeryf1VFyZ3X29WmF3mjuCydPfahJyVUqJS9wHdX6tkEi0mvbmvvCneymo9Fvjsxl+FqElexj35mi7qu8aTjkDYT9AKAaz5vvq90EAICilxKa13SGw50JRQYGJDts60C4VT6XbY1tp1ZSCGSuKiWJbR0IZzhAqZQ8kPJNSd5P6Kup9G0R9RWAwhD2A4A6au/drHYTAAAAAAAKH8J+AAAAgGIlGZ8HAIBChSX9AAAAAAAAAAoWwn4AAAAAAACAgoWwHwAAAAAAAKBg4dl+AAAAgGIxNjamdhMAAIpRaWmpimdH2A8AAABQLFasWKF2EwAAitGlS5dUPDsm+QMAAAAAAAAULIz2AwAAAAAAAMyRkpKSkpISno9EIvzSSNnk5GQkEpmcjFy8eDFHkwIQ9gMAAAAAAADMEY1Gs+3uu66//vqrrrpKSFm9evWGDRsqDTfl6IwI+wGmx/32qNpNAAAAAACAPFZZWWkymZYtXy7sLlmypKysLHenQ9gPMA2Wu65WuwkAAAAAAJDHIpHI/uccwiT/P/3pK+kk/xydEUv6AQAAAICiOKfJ5OTUbkVOeK0MwzAMI14f5zQxTEKKbGnG6lU4JR8k9ZVsXjy/mHpGntdaqD81kEKj0dx7zza7zbbv6R87Hfv/scPZ89rBj37z68WLF+fqjDmqFwAAAACgoHitTC15eJ7neb+NJSIKBQ3CPu8x2JuSgjavVSwdcgzVWr0KpuSB1L5KZhF7jvfb2GLqGTmc08QwtW61mwFzqbKy8o477qgyGoWP4YYb1qxdm7vTIewHAAAAKFac02SyWk0JA6bJA9ic02RyOq3R/Hh2Ui4TL9FkDwTsOvlh3jzm7R1yhFxmaZLZFd3X6Y0pxd2WBjMREVvXaBwa5hRLyQMyfZW5eNH0jCzW5udDjuRvEBQuYZL//Q88cOedW2+77fZbbrlVp/tPV1216uuvv87RGfFsP8A08Dz/hz/8YWxsbHJyUu22AABA3igpKSkrK7vmmmsYhlG7LSkCQ/oQz7PC8Ky1gXeZbX7eRkREXivzrNe2myhgD+7heRcRea264B6eNxMR5zQ1OesOSHK9Vmavc7fZZjvg6G6iA2kGefOWt9cdcLsZOxERWTx8QlDL9XdT44F0F8xWGAK9IapQKIXmfcdm7CuRu5ZxE5HREfLbJMkF3jMARFjJH2CeGx0djUQiLMtqtVq12wIAAHkjHA6fOnVqdHR01apVarclhbGxTgiVzA0W2jvMkZmcJp09IObqOSIyOnYLYRs3PERuNxObjGwJkT6emzrgXWiiASznNOms3ngw67XquhtDfsScEun6SmB2CfeRyGtlmpx1e9RoIYCa7r333htvvHHplVcKu1dcccU3vvGN3J0Ok/wBpuH8+fNr1qxBzA8AANOi1WrXrFlz/vx5tRsyBSGnSdfdGOKFB6ZlwnijI8THTH0Wd2FJmFPutTJ79aGMcxu44SGjXpeLlPkvy/z7lHtFxdMzUMQikciutr+76+67b7nl25s2VVZUXL927TVLly7P3SR/hP0A03D58uUFCxbwAAAA07Rw4cLLly+r/XssI2+v29hYp4uP/3P93YGkMmyFIWB/dipLpwWCIeWbqC5zg8W9V1zAv787YKhghZUOEmN+zmkSF0kwN1jcvV5pcaVS5r90fRVdds9rFbfE3OLpGQAiosnJyXA4fOlS+OuvL305NvbFF1+eP3/h3LnzFy+O5+iMmOQPMD08z6vdBAAAAOUE7Lr4I9g2lmiPgRFSjBZLymi/2RVymHTRJQqMjtABuTpZ2x4LU8u4jY7Mg+B5xuwKDZvEvnGE/GbxzkggEO1BoyPkr5OW9/SKyzlYPLxZwZT5L7WvEuj0Q9FvkXhJRdMzsrjogzU6xp5mKQSAWUHYDwAAAFDEUkLz2FPXMX6/ZIeNrfiXksvaYtuplRSE5ItP6QwisvnjAwSp3aBUyvyX0jespGdkOq54ekaG3BcJQEkI+wGmB6P9AAAAAACQRxD2A0wPwn4oECd+3vQkPXXgr9ZLE//vU1U/8BBR7U8Gn/xzlRo2dbKXUDCnA5gbkvF5AAAoVFjSDwBg5k78vKkqqunnJ3J4mlnWPqUa/u9TP+Ba/vfg4KCiMf8UGz9H15hSePbnVaoSAAAAgNzAaD/A9GC0H2JOvPLwd//l7lcDP1sv7D018Hv+oZwMBfNERPxsvnzXPPSznyV+fVPrPPEpR9fdeY3S3/EpNj61hdOteVo1xI6d+lEZLmT2/0AAAAAAOYOwHwpZSUlJSUkJz0ciEX5ppGxycjISiUxORi5evHjp0iW1Wwf57vCBTmp5NRbnr3/oyYeIhJsBncNERBUtr/7sIXrl4R/R3dd1dgpvc/pJ4MktGcqYfxJ4cn0sU8hdf+KVH3UOD9N3jZ0VLa/+7I7/k3Cs9DZDvFqiipZX/4F+FKv21Y1dP6J/+NlD6xPLSC/nqe92DhP9wOgVjxWLmX8SeHLLiYQWbpE5Y7qLzdh46YULLYy3Wba7ZC5aaLvxB5+0/OTuf+nKWkNKl5rN9MnGf/jZQ+vp8FPGHwjvk0q4yJQeO5HxHyjec/JtBQAAAJhrCPuhkGk0mm1333X99ddfddVVQsrq1as3bNhQabhpxnWOjo4q1DrIc6eGfld++32Lkr4RR5zfDe7o6bmViE71tD3xQmUbTQy/HNzR02MhOuLc/sIL9+nW/TJDmdFR2vZMzzaxsu0vvLHNdus2205fO7W1b19DR57Ynnhs+/Y18VN3rnmi55lbiU71tLVfPHtWUu2pnokJOjv6xgtJZUZHF4mH6yzP7/xd9CzO7U8LxU71tD36xBs9D16UtnB0Ghe7PVPj21JaeFa2u9K0+ezFiQk6++ELT/zgqyd6nrn1VI8vbQ3JnRZvlVjnh562H3z1hFCIJBeZ0qujo2sy/QMRUXKukt86gFk7d+6c2k0AAChGpaUWgLGpAAAgAElEQVSlKp4dYT8UuMrKSpPJtGz5cmF3yZIlZWVl6jYJCs6pnrZHXx4hKt/5fBudoHff3f5uNOvOk7Seync+KIR+a9eXE9GpzzKVkdRHRFS+/hTdGg3sZY+lNbGs8p1tSTGmtNp0ZWQuKF5szeYt5S8Hjjy4PrmqrBciXOzUy6e2OdZdGdo88vKjj975RE9ibJ29w2kNJTr1/mGSO4vs2TP8A2XNBVAbfgkCAKgiEomoeHaE/VDIIpHI/uccwiT/P/3pK+kk/xnXyTCMgi2EPLZ23YaRV98/df/9a9fev7/3/pOv7WonIqLync/vv39trNjJ116llO9NhjInX9v16OEtz/fuX0sk1Bk7VthIOjZeyR9G6BqZL2jmlAy58SwmbeGsF5u58bKdk5SSel3S7fKdT2w5/PRPj/TabktbQ+p50xVL9+MtTT/V05bhHyjDPx8AAACASrCSPxQyjUZz7z3b7Dbbvqd/7HTs/8cOZ89rBz/6za8XL16sdtOgANy2Yye93P7aSWna2nUbRl4++EHG47KWKd+yeS0R0cn3D4/EEkf+cDLzsbdVbR05/P5JuayEU4tlEipP38KT7x8e2Vp1W7ZiWWRtfAbZrmvt/fufoKd3vZahRJrzCq0Sy2zeQnJlZHsswz9QulwAAAAA9WC0Hwqc4pP8MXQHMeseeK6THmtpeFnYLd/ZuY5Za+/c+VhLQ0Ms6e+IiBjhe8MI25szlVn3wPc2/MWjDS8TUfnWreVC+roHvrf1L37c8E75zs7nko597oHoIPZm+w8HxSOJqHwnw8idOlomXnnseuLlpS3c+sPXNzMnP6OkwsIZs19sxsbLlM/U5uh1xUbXxcJCiV1/2Ep0jXwNqZ0Wa9VW4ah1D/xdvMzWH75uvy25V8Uey/YP9L0NLcm5Kd8cAAAAgLnE8Dx/6OPPSfJXCc/Tp5/HHzyw3HW1Cu0CmBH326NNW5a99NJLO3fu5Hle+KtfdpL/2bPnrryyLDB4+MEdD/Z8HLnHsFRaz1tDXxLRPTfEE69deQURffzxx9/85jfn9poApu8Dx18EjLHItXAU6nVB0Th79uyNN96oVG2fnvkqtv3Wb78koqy/y9767Zffv2OFUg0AAICpi0QisSBlcjISC0wufPHFxOWJiYmJiYnJcDh86dKlhCAl8f/hse1rr9LERjgEP55YPPCtpffdd19vb2/q2THaD4UsFyv5Y+gO5q0Pnqvf+46wuXVP3+aC+aYW6nUBAAAAzA082w8F7t577/3Od75zz733Cp/bNm/eWJ68vjhAYbjtsb6oxwppQLxQrwugkHEd1dUdnNqtyBlfS/zqfC1aQYsvbUrisdnLzyxl/om2Ue67UEz9MFXS7xWAwhD2QyGLRCK72v7urrvvvuWWb2/aVFlRcf3atdcsXbr866+/nlmFGo2G53kGAABgmnieLykpUfbXHMw9rqNaq63viu76WuqpLxwOh4PtR+tbfLIpUlMpP7OUecfXohXbGB5oZVMyi6YfpibpewWgOIT9UMgmJ4UnZMJff33py7GxL7748vz5C+fOnb94cXxmFS5duvTixYvqvnUTAADyTiQSGRsbm+WasjnBdVRXt7RUJwyYch3RfWGYluuoru7oaInmx7OTcrXxEo+0DQ626eWHefMb2zoQDrZXiXu+vq7m+hoiIta8o+poiJNJkZpK+ZmlzDu+vqPtwc6adJlF0w9TlPi9AlAenu0HmIZrrrlmdHT03LlzExMTarcFAADyxoIFC1asWHH11fNymeTBo5uC4TArDM+21Ic7a1oHwq1ERORr0e73te4iGmw79ng43ElEvhb9scfD4Roi4jqqH+kwvyjJ9bVo93XsqmltfbH94CP0YuogbwFjdZWDfRzpUlJIvhPSlp9ZSpqzqMbX1zXY1aVtIyKi5r5wuhsAhd4PAPMFwn6AaWAYZtWqVatWrVK7IQAAAAqp2mEWQqWa+mbaF+Kohjqq9W2DYu4mjoiq2ncJYRsXOkpdXdrYZORmjjbFc9lNGK6EqGiwz3VU61t86QN/AJgDmOQPAAAAAFFcR7X+4I5gWHhgWiaMr2oXMsPhcBixXAwXOlq1ic2cMt3yM0uZbzLPvy+efgBQFcJ+AAAAACDy9XUJI//R8X/Oe3AwqQyrqxxs2z+VpdMGj+Xvg9ZTVlPf3NUnLIjgPThYqWNlUoTVEIRlE6ZSfmYp801NfXPXPmFlh1gTi7EfAOYLTPIHAAAAKGKDbfr4I9itLNHjlVohpaq5OWW0v6Yz2F6t12qFvar24ItydbKtjzdr67VdVe3BAnvAn4s+AKHXtjX3hTs7+/q0Qm8094VriKgmJUUqNVeplPmmpjMYqha/R+3BgZrk3GLphylK/l7l8aXAPMXwPH/o48+JiSfxPH36eXyhcstd83L5GQA57rdHm7Yse+mll3bu3Mnz/ORkZHJyMhKJTE5GLnzxxcTliYmJiYkJYXn/S1deWRYYPPzgjgd7Po7cY1gqreetoS+J6J4b4onXrrxC2LgwPnH4d1/+x5cT4Ul+Li8NAADylLaE+WbZAtN/WrpiiZLDLZ+e+Sq2/dZvvySirL/L3vrtl9+/Y0VCLVxHdbGtvQcAoIZIJDKTICXx/+Gx7Wuv0jBE0ij+xxOLB7619L777uvt7U09O0b7AabhwvhE76/ObfimltWVLl6IZ2QAACC7ry9HTp+/3Pfrc9tvW3HlFfjTCwAA5hp+9wBMw+Hffbnhm9qNKxep3RAAAMgbixdqhF8ch4+N1X1rudrNScS2Dgyo3QYAAMgxDFcCTMPoFxNrlmvVbgUAAOSf1cu1o19eVrsVAABQjBD2A0zDZIRftJDJXg4AACDR4oXMBBaFAQAANSDsBwAAAAAAAChYeLYfAAAAoFiMjY2p3QQAgGJUWlqq4tkR9gPMVvDDj9VuAgBAAdLffKOwwfB8+OKZ8Nfjk5OT6jZpKkpKSrSLS7VLVvLMfHwobMWKFdkLAQCA0i5duqTi2RH2AyhgU+V6tZsAAFBQjh09EdvmwxcWltB6ltVq82BR1XA4fOrUKT58gRbNs0X7AQCgWCHsB1DAimVlajcBAKBgfXXxi+uuu27hwoVqN2RKtFrtmjVrRkZGrkDYDwAA8wPCfgAFlGiwOiYAQK5cvnx5wYIFPJ83y+AvXLjw8uXLV6jdDAAAAAHCfgAFaBD2AwDkUh7F/AAAAPMNwn4ABSDsBwAAAACA+QmxCoACNDPz1YlfHTnx9VweOG1nj73zzsA77wwcOzu35wWAYpf0v1k+36jyy2gWOKeJYUxOLjnda5VJLGZeKyOweqeUq1QKFAP8uEEOYbQfQAElTPQv1PFP33/vYvldhqtkd5MwGg1DGkZTMt3zyR84/un7Q2TYfO303gma6ajPh377FWu8+9pSGv/0/Q9OGAwzbTAAwOzkYSCdV7j+brJYqLufs9nYaJrTpLMHyOjYrWrT5hWvtZY8PG8mzmnSWb28y5w5V6kUta4X5gx+3CDXEPYDKIDRRF/OrCGGYUgTfVlz0m4SDTEMMelyM5A/kGEYIg3DTG8ST4ajxv/0p7JV1y1hNERlG2+vIho/PsMGAwAo68TPm/6yczi6V/uTwSf/XM3m5Duuv5saDzQEdXslcT9r8/N1TlOTuk2bV7y9bkuDi4iIrWs0dg9zZGYz5ZJCKdKzQGHCjxvkGsJ+AAXEA2FGjIs1Sbvjx9/7LV29hONOE1EZa7x9YykRI94T0Iwffy/AjVE8K54QL01JqYmh+vjx9wY/uUg0+C+fyFQj7I8ffy/ALblpm2ElEZ0ZOvQRsexFLuUo0ZmhWIVl7E1Xj47QDTdEG5xcc856FgCAiFJH+3miipZXf/bQeiI68crDP/r577c8tF6dphUAIepnzRWWWmncDxmwFYZAb4hIvq/E3AqFUtKcBQBgyvBsP8BcGePGV27btm2bkSXut8fH4xnjx3/LLblp27Zt27bdtETIKt14+zZBvLSkmJEtS669dOPtRrasjDVu27Zt27bbN5YSnRkKjF5tlFRbuvH2m1af/mjoDNH48ZHTq28ybEw9KmalIZaVHNin1AwAoJ4Tx4evu3b9iVcefviVV54yGo1PHSaiE688bBREdx9+5YSY/tRhEraeOiwtGC8g3S8CXH83NdaxROYGS6C7H88WAwAUHIz2A8yVMnbjSiKi0o3lq7mRM+MbNwrp42dGib1hJRERrVy5+qORM+Mb42F26cqry0bFYmOry1dO/XxnzpxeXb6tNLHalYabVh8aGSI6veSmbdOoLHvNM6wLAGAqRkdHE/bPXpwYfvm7xk4iIirf+bxl9OzQxPDLwR09PRai0Tee+G7nmid6nrmVTvW0PfrEGz22ZWuGAx+Pjp71+Nbcud7zxqju1o+DE1dVfvjCE2JBOuJ0fjz6xgvfDe7o6bmViE71tD3xQmX79jUqXO6c4vq7A4GAjrELu0aM908FNzxk1Kd9DDs1V6kUAIAZwWg/gNrGx8fiO6WlZWPj40RE48ffO3To0KFD0Wn94+NjZaXTCK7Hxy/S6Y8OCT46HUtfabhpyenTS24yzDToT1szAMBcKt/5fE9PT09Pz/NbDrf3nCKi8p0P3kpERKc+OxHdXrN5S/m7gSN0q/HOE5+dopMn1hsfXH8icIROfXZi/bo1a9atp3ef3u48QnSrzXbrqc9O0LtPb9++ffv27Y++PDJy4qSaVzg3uP7ugMUTfQOBB+P9GZgbLO5eL5HQa4YKloR3IAjr7afmKpUCADBbGO0HmHPj4xdpycpSImFyfDTSFx7fF4P7M0MBbslN225fSePH3/utWGxaZyktXUKry7elRPdnhj4ilr340dCZ1LzZ1QwAkDOM7FqiQuradRtGBk/SNcnl4tsMMcza9TR48sgfTqzfsXbzlhMHj5ykDcb7GYbsvb12+sDZsP1p2vrE89dQ+c7n99+/NvdXNF9w/d3kOBBbKt7cEHu+X1xanEjH2C0eLCdPRGR2eXrF75XFwyf3SGquUilQ8PDjBrmG0X4ARZWuvLrs9Jkz4t74mdGx1SuTwuPkROkhZ86cLrt6ZSmNj18kocz4mVFhtL+0dMnY6JlxkqYlnbt0iThTgIiIVq5cfXok+tz9maGhM8J/P7rIbty4sVx8xj/lqKmQrRkAQCUfDL5Tfk1CoL523YaRlw9+QER08v3DI1urbiNau3kLvfrq77dsXktrN2+hwUG6Zi3Rydecr50kus3W+/zO8t9/RvED406+tqvB+UHm7fzF2vx+6Zx+s4sX91mbPzoHAEFIjNmV1CWszR/vnpRcxVKgwOHHDXINo/0AyirdePtNQ4cOHRL2yljj7dEAf4wLHOKSE4VDbmDfCwiHrL5p28ZSItpYvvrQR4dOE5WtXi2O8q803HTmUOAQJ01LtHIjOyLUU8Yab9+40mAcf088J5WxRho//t5Hp1fftK2UqNRw0+pDH71Xarx9Y9JRU3mOIKVmAIDcSh7tZ4hGXn604WUiItr6w9cfWHfyn0l8QQoRbbZ37nyspaFBzN3MENG6a2iEtvzdOoahddfQO4ev6VzHMHQNPSpWU76z87l1ayl+oJD0wFqG4jWn2wYAAJjHEPYDKG6lYds2Q2pyalBduvH226Mb2zZmryRNxQkVJtSTvC/dXWnYtk2+VGr74pvRhLTHAADMhbUPPPf6A8kpz2UsQLfZX78tZfM2++uv27PW/Hq2bQAAgHkMYT8AAADMdxhTBwAAmDGE/QBzQjJwDgAAAAAAMGcQ9gMAAMC8ptFoeJ7XaPJmHeJIJFJSUqJ2KwAAAEQI+wEAAGBeW3TFkosXLy5ZsiQvIv9IJDI2NqZdPJUFUlVw7tw5tZsAAFCMSkvV/L2AsB9AAZ4331e7CQAABUu7ZCUfvvDFFxcmJibUbkt2CxYs+EbZMka7jFe7JbLKymRfBQMAALkViURUPDvCfoDZ0t98o9pNAAAoZDzD0KLl31i0XO2GTMP8jPkBAKA45cFkOQAAAAAAAACYGYT9AAAAAAAAAAULYT8AAAAAAABAwULYDwAAAAAAAFCwEPYDAAAAFDmuo1qrre7gktN9LTKJkK5bfC1aQYtP4RQoBvhxgxxC2A8AAABQ3DjvQWpupoNeSczBdVRrtfVd6jVqfsrQLb6WeuoLh8PhYPvR+hafgilQ8PDjBrmGsB8AAACgqHHeg7RjV33loDTuZ1sHwsH2KhWbNS+l7xZfX1dzfQ0REWveUXU0xCmWAoUPP26Qawj7AQAAAIoZ5z1IO8xsTX1zQtwPM8bqKgePcblIAQCYEYT9AAAAAEVMjPqJEPcDABSoBWo3AAAAAIoFw/Phi2fCX49PTk6q3RYllZSUaBeXapes5BlG7bZMG+c9ODg4qNe2CbtVXq61lVW3SXmPCx2t2rQrFykAADOCsB8AAADmCB++sLCE1rOsVqtVuy1KCofDp06d4sMXaNFytdsyXZz34GBzX7izhoiIfC3afYj7p4PrqNYfezzcWUM19c31fb7OmhrivAcHKx9nFUsBAJgthP0AAAAwR766+MV11123cOFCtRuiMK1Wu2bNmpGRkSvyLuznvAep/cWa6G5NfXO9GPdzHdX6tkEi0mvb4vcFil5yt0iC8prOvj7xhlZzX7hGwRQoePhxg1xD2A8AAABz5PLlywsWLOB5Xu2GKG/hwoWXL1++Qu1mTBvbOjAg3a/pjMaZbOtAuFWNJs1vKd3SOhCObdd0hsOdCcWVSoEChx83yDWE/QAAADB3CjLmBwAAmM+yh/3ut0fnoB0AAAAAAAAAoDiM9gMAAMDcwWg/AADAHMse9v8X0zfnoB0Aivhf/rNqNwEAADLJedh/4udNT9JTB/5q/RwcBQAAkA+yh/0nz4WzlgEAAADIraTIHIE6AADA1GQP+zEVDwAAAJQy89F+Xjycl91NV2xmlReusbExtZsAAFCMSktLVTx79rA/UvC/AAEAACBPnXjl4R8dv4683mEiIvNPAk+ul2R9tzOWvEWaQBUtr/7sofUJSVTRMuetV8GKFSvUbgIAQDG6dOmSimefwmh/4d/4BgAAgDkyOjrTNwSdvTgxQWdHRxdJd8/SxPDvrnq+p2cN0RHn9h88cfPz6ycm6OzoGy98t3PNEz3P3EqnetoefeKNHtuti7Y907ONiIiOOLe/8MY2GzmjZehUT1v7xXjlAAAABWQqYf8cNAMAAABgRsq3bF5DRES3Gu+kVz87uZ6I6NRnJ8p3tt1KRLRm85bylwNHbLfeeqqn7dGXR8Sj1p86RbEyAAAABQxhPwAAAMwdhmGUPz6amJwVL8zQqZ62Rw9veb53/1qik6/tapercLaNAwAAmI80WUvw+OCTPx8AAChYa9dtGDn8/klx7+T7h0c2rFsrLfDB4DvlWzavjRV++eAH0ZJbq24jomjuyfcPjyRWKKYAAAAUItWe7fe7XbYAbbdZf3izXPaHb3/byZHxnl9ZNubi7AAAAKCKWQyob7Z3fvZYS8PLwl75zs7nNjMnP6ORlx8V07b+8PUH1p38ZyJimM32zp2PtTQ0iOmbGdr8vQ1/IZQs37q1XCjzw0EhKZqC0X4AAChAUxjt59N8Tv/b97/v+vbDru+/cV5M+be3v/2w69vf/+X/Op3+qNhHrD1tgSxnxwcfuQ8AABSytQ8893rUcw+IQ/3lOzvFJPttQhkhK17YfhsREd1mjx5qt4tloknxlCLFOU0MY3Jyyeleq0xiMfNamSirN31uLE+plHyU+SokPSl+8zKkFHxfCfDjBjmUPeyP8Gk/PBGtX8F/cPwETxH+/P/sPWdYn+WQ+IeIiPj0BbKeHR98Uj8AADDPMUrLQZUzpHbXzgLX300WC3X3S2IOzmlimFq3eo2aj7y95OF5nuf5kGNob1KI5rXWCrkhx1Ct1atgSj6awlVYxL7k/TZWJqV4+orw4wa5l32S/8homhcM/sfE10R0ecPNq448/07lf7sq9MY3N1T98dwQ8Wf/49IIQ3989/XH3jwvlGXvbXjqzmVE9Jvunz3zYbyOLy9cGhklCg587+fHxaTVNz/3tzetujBJRPTV5ZHRS9JDYvUAAAAA0NoHHA6125D/uP5uajzQENTt7eds0QiMtfn5OqepSd2mzTNml0vcCgUDhgZWmuftdVsaXEREbF2jsXuYI1IoxZxwnvyQ2hvTvYqZ9Wc+9hURftwg97KP9mf1LcPGfx36/W/e+XC9YUM8NTjw2Jvn6eatv9j38N/fTNybvf8UJAoOPPMhxRJFn3/05CvH2XsbfrHv4V/81UY6/eHz716IVfPHd19/5kMSc/c9jJgfAAAgf2k0Gp7n1R6Vzwme50tKStTu4Jnh+rupsY41N1gCCeP9IItzmhiG6W3gXeZ0RdgKQyAYykVKPkp7Fe5ahmESHi5JTUlTQ6H2FUDOZB/tX7o4za2BRZoFRKTRlH7r5v/2r689Q7e4v6U58q9ERIsXaX537DgR3futjUsX0x3fKn/mw5F/PfaHOyieeEUJEdFCrWZs+FOOJ3qz93tvihVzZ8eWrmOIiEo0pQuJiLg3e7/3Jl1/3/3tdyHsh0zOjavdAgAASG/RFUsuXry4ZMkSjUaBgYf5IxKJjI2NaReXqt2QGRHG+lkitsFSKx3vB1mszc/byGtlTMMhP/pqpswunncREXmtTJOzzm9jk1L2qNs+gAKTPexP+6haNF3DLNu++79uJyK68KvoIUxsg4mXlCbGtjUMEdH137l/vzSkHxLn/K+7e7tn1bu1XSNE9O9vvFb3x7s8D0nmFAAAAED+0C5ZyYcvfPHFhYmJCbXboqQFCxZ8o2wZo12Wj4vMcP3dgUBAx9iFXSPi/ikxN1hqe0NEsl3FDQ8Z9btzkZKPslyFTm/MllI8fQWQM9nDfo0mTdwvBu6k0TDRO/aMcI+AYZjNN5fTr0Z8H/3efuO1Rz4aIaKam6+9ZnQ50flPz3yh0SzTROP+dauWE53/9zd+8+ttW2+Vq5xu3Or76VYa/Y396V//O5O+PQAAADC/8QxDi5Z/Y9FytRuSE/kY8wtRv8UTnbDutTIY70+Pc1r761w2loi8vW6jfjcR5zTpgnt4l1m4EeB1mc3E9XcHDHtYxVLykdxVxPuKyGu1kstlpnh2coq5olj6CmAuKDDaHxu6l2YxN259qf789/verjlCRHR9/QOP3UhE/9n6b//s6vvnmj7JsTdsfXPPctuPf/3k344IidfXP+BcJRY4/S+vfb9PXBeQ1t3y0s5rEfQDA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" alt="Screenshot of a successful upload" /></p> +<p>After adapting the dataset title and possibly the units, press “Keep changes” to save the dataset in the current workspace. Again, you need to save the project file in order to be able to use the dataset that you created in a future gmkin session.</p> </div> </div> <div id="model-editor" class="section level2"> <h2>Model editor</h2> -<p>The following screenshot shows the model editor for the model number 4 in the list of models that are in the initial workspace.</p> -<p><img src="data:image/png;base64,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" alt="model editor" /></p> +<p>The following screenshot shows the model editor for the model ‘Z.2a.ff’ from the project workspace ‘FOCUS_2006_Z’ provided with the gmkin package.</p> +<p><img src="data:image/png;base64,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" alt="Screenshot of the model editor" /></p> <p>In the first line the name of the model can be edited. You can also specify “min” or “max” for minimum or maximum use of formation fractions. Maximum use of formation fractions means that the differential equations in the degradation model are formulated using formation fractions. When you specify “min”, then formation fractions are only used for the parent compound when you use the FOMC, DFOP or the HS model for it.</p> -<p>Pressing “Copy model” keeps the model name, so you should change it for the newly generated copy. Pressing “Add observed variable” adds a line in the array of state variable specifications below. The observed variables to be added are usually transformation products (usually termed metabolites), but can also be the parent compound in a different compartment (e.g. “parent_sediment”).</p> -<p>Only observed variable names that occur in previously defined datasets can be selected. For any observed variable other than the first one, only the SFO or the SFORB model can be selected. For each observed variables, a comma separated list of target variables can be specified. In addition, a pathway to the sink compartment can be selected. If too many observed variables have been added, complete lines can be removed from the model definition by pressing the button “Remove observed variable”.</p> +<p>Pressing “Add observed variable” adds a line in the array of state variable specifications below. The observed variables to be added are usually transformation products (usually termed metabolites), but can also be the parent compound in a different compartment (e.g. “parent_sediment”).</p> +<p>Only observed variable names that occur in previously defined datasets or models can be selected. For any observed variable other than the first one, only the SFO or the SFORB model can be selected. For each observed variables, a comma separated list of target variables can be specified. In addition, a pathway to the sink compartment can be selected. If too many observed variables have been added, complete lines can be removed from the model definition by pressing the button “Remove observed variable”.</p> <p>If the model definition is supposedly correct, press “Keep changes” to make it possible to select it for fitting in the listing of models to the left.</p> </div> -<div id="plotting-and-fitting" class="section level2"> -<h2>Plotting and fitting</h2> -<p>If the dataset(s) to be used in a project are created, and suitable kinetic models have been defined, kinetic evaluations can be configured by selecting one dataset and one model in the lists to the left, and the pressing the button “Configure fit for selected dataset and model” below these lists.</p> -<p>This opens the “Plotting and fitting” tab area to the right, consisting of a graphical window showing the data points in the selected dataset and the model, evaluated with the initial parameters defined by calling <code>mkinfit</code> without defining starting parameters. The value of the objective function to be minimized for these default parameters can be seen in the R console, e.g. as</p> -<pre class="r"><code>Model cost at call 1: 15156.12</code></pre> -<p>for the example shown below, where the FOCUS example dataset D and the model SFO_SFO were selected.</p> -<p><img src="data:image/png;base64,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" alt="plotting and fitting" /></p> -<div id="parameters" class="section level3"> -<h3>Parameters</h3> -<p>In the right hand area, initially the tab with the parameter list is displayed. While name and type of the parameters should not be edited, their initial values can be edited by clicking on a row. Also, it can be specified if the parameters should be fixed in the optimisation process.</p> -<p>If the initial values for the parameters were changed, the resulting model solution can be visually checked by pressing the button “Show initial”. This will update the plot of the model and the data using the specified initial parameter values.</p> -<p>If a similar model with a partially overlapping model definition has already be fitted, initial values for parameters with the same name in both models can also be retrieved from previous fits by selecting the fit and pressing the button “Get initials from”. This facilitates stepwise fitting of more complex degradation pathways.</p> -<p>After the model has been successfully fitted by pressing the “Run” button, the optimised parameter values are added to the parameter table.</p> -</div> +<div id="configuring-the-fit" class="section level2"> +<h2>Configuring the fit</h2> +<p>If a dataset and a kinetic model are selected, the button “Configure fit” below in the Explorer window “Configuration” becomes active. Pressing it opens the “Configuration” area in the center and loads the dataset into the Data editor to the right, for viewing only.</p> +<p>After pressing the button ‘Plot unoptimised’, the data and the kinetic model with default starting parameters are plotted in the ‘Plot’ area to the right.</p> +<p><img src="data:image/png;base64,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alt="Screenshot of the fit configuration area" /></p> <div id="fit-options" class="section level3"> <h3>Fit options</h3> -<p>The most important fit options of the <code>mkinfit</code> function can be set via the “Fit option” tab shown below. If the “plot” checkbox is checked, an R graphics device started via the R console shows the fitting progress, i.e. the change of the model solution together with the data during the optimisation.</p> -<p><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAOgAAAFECAIAAACiYuUOAAAAA3NCSVQICAjb4U/gAAAACXBIWXMAAA7EAAAOxAGVKw4bAAAgAElEQVR4nO2de3wTVRr3z9ySTNIbhRYKlJZeoKjItSBbWFxvCLIswsqCu+/q67pc3KLgBXBh0XVRccVSXlQEdVVWERARUJCboLIoqIAgBWopt0JToHeSJpNMct4/ho7pZJJM2pk00z7fz/xxeuZcnnP66+RkZs6vBMYYAYDeIFs7AABoDiBcQJeAcAFdAsIFdAkd6ETB0qVK6j8+e7Z6wQCAUgIKFyE0berU4JVXrlqlpA+CIILcu1ickTDvTK2SdgBAJJhwEUI79+73zzQYaCNDDxsySJUINlc556nSENCeCL3GTe3WTTwye6b3zs7MyeppZCiZol4HxST8vGFe5zhjx7TBq4vrJOedlV+Nz8000sb0AWN2VDQghAoyOxyo5wiC+OBKgxrDAdoLSr+cESRpMDAmI200GhjGSNNyl2qS9fJ1jx3PLbla/8mcLrN/97rk/Afjp9SOK6xsqHv7AfcD4/6LEHq8tAYhhDH+Y7K5ReMA2hmhhStIljUZLCxjNDAmA2U00AYm4BrjhSfHxRmNv3qooP78SsmpJUcqVzwxOtZgGjl1WXWRoi9/ACBLiDUuTVOsycDQpIGhTUYjRVMkQSCEWJYNVKWvhUEI0aY0j6tccuqsk89maYQQzfbinedaGDrQnglxxTXQlNFoMLNGi9lsMhmNRpYxmBiDyWgKKNwSB48Q4p3nKGMPyakslj4lnHWcok0ZLQ4eaL+EEC5FkUaGoimaJAmSYkgCC4f8GhchgiCeXfGFg3d98/bj8ZmPSM7OzU3OL9xtd9n2LJ+ZNGiOkNnHzJy2wzczIDxCCNdooBiaZhiaoiiS+OVeLE3L3VVACGO8OOOr7MS4CQVVr21+WHJ20sa18RtndDB3fGRjh3WbpgiZ296d1jclswVDANojIda4JqOpqqqSYQwGo5GmKaPBiAiEMKKpgBV73vvCxXtf8M0Rnz4YOwzf/MNZSfn0+5Y77lverOCB9ksI4d7QJycycQBAWAQTrsInur7Aa+lAZAj2FgEARC3wWiOgS0C4gC4B4QK6BIQL6BIQLqBLQLiALgHhAroEhAvokhCPfAGFbNtxsLVDiFLGjBqqRbMgXNXoc6P0/eO2x8miC6PuHKK8fMnp89t2HNRCuyBc1UhMiG3tECKB3XZNYUlLTGx2VtqZs5e1CAOEqxoUCV8YmmC3XaMCbDhoOSBc1SDbh3DDeivLaDBoFAYIVzVAuJGk+XNNEESQs4szEpQUU47YYNRCNpdXeic3u26EQQjhRgiCIAgCEYRvDmqao91sa3XFFY2V1Io++p2aKKKZV4FPq53zmlu3taAoymKxCK5wdrvd4/H452gagHS+Tqx+um+PTgzNpPS6pXCvVcj0t07yxfeaKqR9jZXEszKNYM5gyTmx+smMRJaN7zZj5fFAUYoNEoShwu1FCHndVxMMxkP19bKmT6667yaP6BtvMmfnTTlic/vHqQUESfge1j2FeX26s0Zj58yBL24rEzJpmhILCOnCXh0P1nM0TX1Y6eCqv55wS7bZyGYOHrvrikPSYDQcqPFKxLLssMnLBk8sGDqp0GKx0DRtsViGTiocPLFg2ORlgu2GtosK3JR0E72lyOrxcIc/+XuH9N8LmW/lpYx8bks959i99I7OuW+InwKShGymmJBthKQso+evq3W6T+9ZaIjNxYER2pmXFvfXI1cwxlVF+fHp84X8u5/ZUOd0fvXqPYm9XxAKr/5Nt2ELNlzjGrYuyksf90mQZtVi6/YDkpyx3eIKvix2edxHN802xg3zHYUkHXyKooqt2w9UVlZWVlbW1NTwPD9owpIB418eNGGJx+MR0zzP19TUCMVcLpf/zKiCVLhjOrJTnnvz2Lka38wcM3PC7sYYu+1FjLn39ZphCjdQIyUOHmPs9dgIggoWKEIY45Mr83pO2Ikx3vdgrxFvFwv5h6+5MMbuhmLalCYU7mNmzjp5jLHbfswYl6dsKlpEsF+PlyMal33B50p2iqKKrdsPlDZSVlbGcZygV+EYNGEJx3FlZWVimYaGBo2EK10qrP9xZ9r5bRNyu/bof+fK/12/dayKdVKgRrJMFEKIIC0Yh14V9Zz0jPWLfyGElm299K+JaUKmv+nTGSff00QTBMFYbnbZDjUv4BZyaVfhrf2yEmPNDG3Cyj40dWFR5WnE4XBYrdb9a/JJkkAIkSSxf02+1Wp1OBxiGe3CkArX0n34i29tLLlybdNzIx8dM07IDG6dRBGE3YsRQryjJEhPqvgvGRPu/LP5yPulO3YYHhoZbxQy/U2ferG01eUR/jS9Hkfz+moh4yfOvWvR2lJrtcNZJWYGnytdWFT5XvY4jrNaK/avyacpcv+afKu1guM43wLahSEV7v05yf/47BjnwZ3Tc7DXLmTKWieJ9LMwL+8753HVf7xoJktd/wLkb6wUvJGQiA3+bWbOwmfyb3hympAva/o0f3iXh5Z/4eRdRzbO6ZE7K9y+VGFUr/i+fTIsqG7toqdTjfThWicKNVctnKLI4G2K0+koLy/f+9608vJyp9MhOathHJKlQ9nniwf2TKJIqmOPfs9uKBUyndX7xg1KZyhD5pB791U5xT8mIXH0takpsUZjXOrMN49ms4zLizHGZ9fnm2K7+BYL3ogk7Y/YYMOVDxFCW6ocYq0zG5/uFmvs2HPo2tI6IdNVf/hPI2800VSnjNxlX1qVtN9C/Fdy9edXJJuZuK79lnxR/u3cIbQpAYeaK9kpiiq2bj9wQo7i4mLZfO3WuDrzVeC56l0rpj/4Qf/L3/9dyAn+DyYihkbvQEUb23YcTOseo7x8RkbG3q+PwdthKNaS3Knv2I17n2jtQNov0XCZQFEoXNnHBOJkOXg+0CkgMkTJhEedcKNkXoBARMkvSGePyAFAAIQL6JKoWyrol3ayX/KiNYwHOhetxzQKIyruJQFAuMBSAdAlIFxAl4BwAV0CwgV0CdxVUAdd3FJoS29TgHBVI8otmE4WXWjtENQEhKsa7cSCKUoA4aoGWDBFEhCuapAg3AgCwlUNEG4kUTTXwe2PtDba0AsSt6Jz326c8bshZpMpLI+julPr7hmUFW+OzRo4ak1RrVrWSWSb+6NSNJ7NVU6t42gDUATpe4xbuOX2p9ZhjCX5wY9Zd07vu3BjXUP9poX9Zt79aFh1gx+tPT1qI9mDdmlXwdDsFIaiO6b1W/TpeYzxK42X2/cv2x1Xv/zd4AwDZUjrP3q71S5UQXLOIO2NrdsPeLxe/wMh5Pujo+bApOE3xRnZrF9N/qGe8y8fQ5HVbo/H6+XddSQVI9tm8w6NNi22FlKpBTcOCu7F1J4JJAvJ5IT0hnqhf9KMD793edxHNz2ZNGBRBCLUKYE1J2ccFNyLqT2jULghvaEaLm/OsTAIIcaS9VHjZ5qmEeoU6dInuHGQLjyCohlZb6jrRrMIIYReHvWX29/+hnNzB9777bTbF7VepFGPRMiDYw3Pb/m++prD7apGfovXGy3MT9evuD8x5j6Ss+0ZhVfcvhZG9IaSxUyR1W4vxtjL15KUOQIR6hTpFVfWOEhfHkHRTEhvqDGJpoWbjri9/LEtz5oSx0Y+Qt0gEbKscVBwjyAEdxXkrmey8yzrDeVL5eH/DM/pylBMSu+8tw5d1TRCXQN7ztQh+i2Yoj/CsGhz96WB9gEIF9AlIFxAl4BwAV0CwgV0CbyPqxq62C/ZZoDbYYAugaUCoEtAuIAuAeECugSEC+gSuKugDrq4pdCW3lUA4aoGWDBFEhCuaoAFUyQB4aoGWDBFEhCuarQ9041oBoSrGiDcSBJsrsF5KSwklkfNs2CSrYVdF6aPGpAYlzRs9PQyNwYLJhRcuOC8FBaqWDDJ1joy/96KP7xaVnmu4A/WexccBgsmhJpub/R6Gmg26/Mn72YZEzgvhYVaFkyyte5PtnxytcHj9dqvbrR0/jNYMGHJ9nSCZL2u8lc7zqp11D9eWiMo8o/J5g/GT6kdV1jZUPf2A+4Hxv3XX/ra/33pAJIg/A9J/kcTJpbd+uyl+qplY8p+/6dtslX8a31R6xyeYCQJwhQ/3FmzK1Ct4EdrT4/aSISMEPrR5hLTQgKcl0KilgWTbC2GJPjrSZ4gDepGqFNk7ir0tTCSHHBeUgvBgklIE6TpeoIgUNAPrk40WeP2dmJIr7uKZDpFIM7oR2bN7p+VxdKnHDxCiHecok0Z2kfVZunF0qIFk9dz/b85Cz8GqTU60bSvnkMIcXX72A5jIhFo1BPsyyY4L6lOSAsmWWY8mPXqmm/qnXXfrl+R/fAMTSPUDZKlg28OOC8pRy0LJtlavPPCw7cPiGcTBo2aYeWCeeaFFaGugT1n6hD9BkfRH2FYtLn70kD7AIQL6BIQLqBLQLiALgHhAroE3sdVDV3sl2wzwO0wQJfAUgHQJSBcQJeAcAFdAsIFdAkIF9AlIFxAl4BwAV0CwgV0CQgX0CUBH/kWLF2qpP7js2erFwwAKCXYuwrTpk6VqUAzCCGedyOEVq5aJTm7OCNh3pla9cJDCHlXzB37xLKvG5w2VZsNAw0GBbSUEC/Z7Ny73/fH7l06/nTa9vPZq3+dMrRLUqJ/+c1Vznlqhod4R+kj//78rK01zaBUHxTQckKvcVO7dROOHqmpmZnZO/eVHi6qKD1X7V+yILPDgXqOIIj3K6oYc/b2p0abDSxCqHz30lt6dTXQTKf0/s9/dgEhhDBnsOScWP1kRiLLxnebsfK40MKJ1U/37dGJoZmUXrcU7rUihEZ26YsQ6hljQgg5K78an5tppI3pA8bsqGhACGGv45eOMMewPYvXzM3qaDYn9njs3eLDb87umWhm47tOb2zfnyYtyIUqDuqDKw2uuu8mj+gbbzJn5005YnMHihmIBIF2Ub5SUGCz2TZ+uuP7w8e/P3z8hx9PnL9w6ZPtR+784/KH53xgtVbYbLZXCgoktcQGScp8z4vbOd6FMR7bLa7gy2KXx31002xj3LDGApbR89fVOt2n9yw0xOYKmekmekuR1ePhDn/y9w7pv5e0+VZeysjnttRzjt1L7+ic+4Z/RwRpHLvgeps0m3n7gvWS9mUJGaoYwOrfdBu2YMM1rmHrorz0cZ8EiRnQmtDCLTp1+vyFS0WnTtdfs/+fWavv/OPyXV8X/Xz6THDhIh8rp1/wcgRBiAVKHDzG2OuxEQQlZI7pyE557s1j52pk2wzkBOXrGSW2iRAq9WtffgoUhCokZA2UZGMGtCbEUqFzciebg/j6h7IuSR0OHjlXWW1L65Y4YkiWm3OEvJaLVk6XdhXe2i8rMdbM0Cbs8/pvlolCCBGkBWOPkLP+x51p57dNyO3ao/+dK/93WdJgICcoX88osU2EUIZf+80OVUAwUCIIgrHc7LIdUhIzoBEhhJvSJfmDTYdWf/z9Bat9w7ZjJElMuLs/z7uNJlZ50+Mnzr1r0dpSa7XDWRW8iqX78Bff2lhy5dqm50Y+Omac5GwgJ6iW34tWGKqsgVLwmAGNCPFLr6qqe+yhkQihv//7s4sVtckdY2/7VRZCiKblb0eIrk2+jOoV37dPhgXVrV30dKqRPlwb8BbB/TnJ//jsGOfBndNzsNcuORsBJyjZUMVByRooBY8Z0IpAawhhjfvNge+uVNa/vHLXPQ+uGPt/39i046jTydlstouXLsmucUXXJt+W68+vSDYzcV37Lfmi/Nu5Q2hTgqSAmC77fPHAnkkUSXXs0e/ZDaWSs8GdoBSm/QkZqjgoWQMl2ZgBrQm456xg6dJpU6eeOHkqIT6eMsZ9sv0oTVMPTbrF7XJ6vdjj8cTEWFauWgVPzoBWIcQDiBv65AiJ/AdGIoR43m00GjUPCgBCEUy4/k90dY3svwkK9IEDRDmwPR3QJfBaI6BLQLiALgHhAroEhAvoEhAuoEtAuIAuAeECugSEC+gSEC6gS0C4gC4B4QK6BIQL6BIQLqBLwIIJ0CVgwdSi9sXxCnvZ1Y4NCEh7t2BqYfvieEG1Eaa9WzCJ7Yf0YkII2co2Dc9OZhPS5288h5q6M4nbK/yDVD5YIAwC7aJsPxZMymN+fWDyg58UX/lpVUzKbyV1QwWpdLCAQsCCKYyYs1j6nJMPVDd4kAoHCygELJjCiPm805NioIK3ECjIcAcLBAcsmMKIOdVEnXPywVsIFKQ/4N3UEsCCSR7ZmPOzEhZs+rnqxDsxne8QivmPV3mQ4N3UIgKtIdqhBVPImOvPrM3t0cEYlzp3/ZlA41UeJHg3tQSwYAJ0CVgwAboELJjgiZcugSfsgC6B1xoBXQLCBXQJCBfQJSBcQJeAcAFdAsIFdAkIF9AlIFxAl4R45AsoZNuOg60dQpQyZtRQLZoF4apGnxt7tHYImnOy6MKoO4coL19y+vy2HQe10C4IVzUSE2JbO4RIYLddU1jSEhObnZV25qwmmztAuKpBkfCFoQl22zUqwIaDlgPCVQ2yfQg3rLeyjAaDRmGAcFUDhBtJWirc4NZDsmc1sGmKCqJBuEaG4dxuTbsQf6HCeDFC2OsVc4RzYo52tFS4zfj7U92mKUqgiNYXLopUGBRFWSwW4cJkt9s9Ho9/jqYB/DJIt/1ojCW7wYsRQvaKlQRBrKywI4SQ13lDTMyPdrer7rvJI/rGm8zZeVOO2K7/WYvbCq6dXZ+XlWSK7/bof453NtJ2L0YIESRzYvUT6Qksm5D6tzeLUADborYBQRK/HITLFJP589qneyfHxCalz17985G3n8hKiolJ7P7Im0VCGeuewrw+3VmjsXPmwBe3lQm12LgbTr4/JzvJEpOY+rfGkjRNiS2LaZnqJCENQ+0DNV6qWJYdNnnZ4IkFQycVWiwWmqYtFsvQSYWDJxYMm7yMZVmk9aLCd+fk4pzEp05WY4xPvDYsLidu2OsnMMY1xfMSc17EGK/+TbdhCzZc4xq2LspLH/eJUEVs4ZW+ne4o2ONwVK6aPpJutH4hSNOY+etqne7Svf8yxA6WVGlLbN1+QJIT0g9KuTMVktskLFtd67nduv1AZWVlZWVlTU0Nz/ODJiwZMP7lQROWeDweMc3zfE1NjVDM5XL5z4wqNBnnuS2/zZy0C2NcmJM4fdeMxJxCjPHuyVn3bD6HMe5jZs46eYyx237MGJd3vX7jTGWY6CK7G2PsrN2DfDZ8n3HwGGPscYjWQ+1EuEi5H1QoZypZ4QaqrsJgArN1+4HSRsrKyjiOE/QqHIMmLOE4rqysTCzT0NCgkXCbrIe631lYu3OBm69ffNHy4q8Xx196qZ53z99eXXhXN4TQGSff00QTBMFYbnbZDkmu3GWcpxdLI4SMcXm++T1NFEIIkSblPkhthuB+UMqdqWQJVF1rPI04HA6r1bp/TT5JEgghkiT2r8m3Wq0Oh0Mso10YTYRLmTKezzz77P8WoL4vJBjiXuhPLPzmuTPpz2WZaIRQL5a2ujyC3r0eqXdYZwN1nvMghFzX4Km9IpQ7U1EEIXxn4B0lzaiuLr6XPY7jrNaK/WvyaYrcvybfaq3gOM63gHZhSL+B/nbJ7YV/fnv487chhEa+MPKtPy+9dcl44dT84V0eWv6Fk3cd2TinR+4sScWHusc8/t/vOGf1e/P+GbxLWZumdohyZ6p+Fublfec8rvqPF81kKSLc6uribYrT6SgvL9/73rTy8nKn0yE5q10YUuF2ySuMu0r9e1hnhFBy7kvMZfPSESnCqQkfbe64ZXYH1nzXU18+uUR6R+vRDS+ULrw7Lrnfz8MKCCqYJd62d6f1TclEAYwO2g9zNz73cL8uSb1HXR75zPpZA4empAQq+c5LD676bR9L0k37e/67u4F24/Cqq4v/ctPpdF66dMnpdPqf0i4M1XwVDuz5PP7GEb070T+sm3XHHKL+4gpVmtULGr0DFW1s23EwrXuM8vIZGRl7vz4W1W+HnV6z9O+b7rtU4+p+44gVOz9Wq1kg2ojkF8EgqCbcP721809vqdUYEL20NeEC7YQoEW5UPF4HgHAB4QK6BJYKqtFO9ktetIb+vzU+hY9pFAbYjAK6BJYKgC4B4QK6BIQL6BIQLqBL4K6COrSTWwrNACyYoh2wYPIHLJh0AFgwSQALJn0AFkwSwIJJH0SDIUgECOuJFVgw6QAQbiTRXLit6NEkthM8hrBiC0J7E66+LZhC0gzFqOXRFGGvpyixYIoMUWTBhBDCXgdjzt7+1GizgUUISTyXIu/R1BgWx7A9i9fMzepoNif2eOzd4sNvzu6ZaGbju05feVwo4t91E68nv14QQs7Kr8bnZhppY/qAMTsqGsQgh2UmmRPT//FxqTgtCjd1SiyYZM2UuOqvJ9ySbTaymYPH7rriCFLSfe37+2/tl2iJyfn1H39s4DU1VtK9BRPGmKTM97y4neNdWM5zqbU8mkLaGQXvWraXt/JSRj63pZ5z7F56R+fcN4TMpTd3unv5Vy53w+cv3SvawyjB369F1kxJtlPZkrIjanWi1IIJY4wQ+tHmEtL+nkut5dGEQtkZBe9atpccM3PC7sYYu+1FjLm3kJnF0icbhMzj/mEEIbgFU/BOZUvKjqjViR4LJun3D4IgPI3GTCaK5Ly48XPQ5PU4PM4znVPut17d2aPDTSerjg/slPNj9fm7krq8b72cZaL9yyOfrzgGkmzweGkCIewiSKOQ6fsFSEz7fyuSLeabDt51oCo2XoiHJ+kYr8eJEDJQpI33GgiEsJsgDVjxh53/8yHlnSofUauzbcfB7IxE8UeDwdClS5e8+1/1erFgwVRRUeFyucQC3bt312h7usz3CTHL33Mpaj2agnctSxZLn3LwCCHecYo2ZQiZ3QxUqYNHCAlXXNWR7VSWZowoMvhe9qLIgskXWc+l6PRoku06eDtzc5PzC3fbXbY9y2cmDZojZE5Ni5uz+jued+xa/gylgdGObKeyBJ/MViRKLJhkVpNi2lV/+E8jbzTRVKeM3GVfWoVMj+tyF1OssGTknRcSTEkXOU+Q8mKDlUdev7FLnCG2+5OrjxIU69+dmD67Pt8U2wU3XaTKRiimZbv2b8c37azeN25QOkMZMofcu6/qun1QzYl3BqYmmBJS5637OdlA2T1eSfVAyK5xFXaqfEStztbtB07IUVxcLJsfuTWudrRtjyawYJJFBxZMIQGPprZBxK50wYmccMGjqW3Q7oQLtA2iRLjt6PE60JYA4QK6BJYKqtFO9kuCBRMANB9YKgC6BIQL6BIQLqBLQLiALoG7Cuqgi1sKbeltChCuakS5BdPJogutHYKagHBVo51YMEUJIFzVAAumSALCVY12YggSJYBwVQOEG0k0n+vgbhqyZxdnJITMUd5FxCCbcu7bjTN+N8RsMpHhUHdq3T2DsuLNsVkDR60pqg2rbnBae3pURvPxNONdiM1VzpA5UQhFkL7HuIVbbn9qHcZYkh/8mHXn9L4LN9Y11G9a2G/m3Y+GVTf40drToza+G9C8ngaazfr8ybtZxoQx5moP/mH4TXFGNutXkw9fc7lsP1rMWcL+QZv1DYTQG1Ybxhh7HH0sliM2l6S80KbYRf2Zdb/K7GSM6zrz7Z+SDZTN48UYEyRT9N7jafEmU3z3R1Ydxxi/0nhxff+yXajom+O4+uXvBmcYKENa/9HbrXZJFygcCw912br9gMfr9T8QQr4/OmoOTGqcoh/qOf/yMRRZ7fZ4vF7eXUdSMbJtNu/QaNNia6EPCyYxR9bCqBX1KhJIFpLYQhorvdA/acaH37s87qObnkwasCgCEeoU3VgwCYlAFkYtn4gWolC4IY2VGi5vzrEwCCHGkvVR40eKphHqFBmJeBrTRvKXLz0EacIY847SjglDXe66LjGpNVxdz9iUOrdraEJiicMtWx77/OYYgnB7McYYeznZD/cgn/hijpEUG3ELPk6y5SOPQuEGmiKx2D/7d/rb2u85N3dow+zEG56OQIQ6RWcWTMotjKIT2SkSfhTSL/1U/a+Jgwy0YcD4Z2qLl7VepFGPRMi+OWtHpY5+ZafDzR3++KnUwY8JmZf2TjGnmn+/5xLGuHzfFEua5b7dF4OUFxtcmJkwbtU3TkfVqhm3o6BX3D5mpsTW5FNSzFl9a7eRz39u467tWHxr1xHv+DfSWii84spOkS+/TzLnf3TI5XH/uHGWOWlSBCLUKfqwYBJzglsYtaKCZS2Y/C8QIY2VKg//Z3hOV4ZiUnrnvXXoqqYR6hqwYFKH6Ldgiv4IwyJy96VPr1k66sYujCHuvsUlK3a+GLF+gTYJWDABuqTNPQkE2gcgXECXgHABXQLv46qGLvZLthnAggnQJbBUAHQJCBfQJSBcQJeAcAFdAncV1EEXtxTa0rsKIFzVAAumSALCVQ2wYIokIFzVAAumSALCVY22Z7oRzYBwVQOEG0n0YcGkLmKn6nYksTyStWDCrgvTRw1IjEsaNnp6mRur6LAUEhVHGg3ow4JJXcSQ1O1IiQXTkfn3Vvzh1bLKcwV/sN674LCKDktgwRR1FkzY66RN6ac+mJOZyLIdUh9959ShVbPSO7CmuJRpb/wkFLm0q2BodgpD0R3T+i369LyHuzQiwfx6SS3GuLbkdXPCiHJOtIu4HpJvR/6RS6YChdqGqdCC6f5kyydXGzxer/3qRkvnP6vosAQWTNFowUSQxrEL1tU63af3LKTZzNsXrBfShthcocDYbnEFXxa7PO6jm2Yb44ZhjMu/mpOQ/Qjv5WdkJcz7usl+WuS3K1g2ct+pCInC7emdDdRVtwdj7HFdoQwpSlpWizYuXBStFkwlDh5j7PXYEEKljWmxyi94OaLxr+K10am3zbqtxz0r/FuTJAJFLk5FSBQKlyEJ/nqSJ0iDwsZVoe0LN5otmAKlL+5cOvLmzA4xLE0SYmZtyUKE0MKSmkCtiYlAkXuwUhQKN8VAXXUJV9zLlLGr4uZVoI0JV2cWTIEYP3HuXYvWllqrHc4qMXPxfa8/tPyB1yaG3meZU0wAAAibSURBVAofKHLVv9GMTjTtq+cQQlzdPrbDGLWbb09IhOybEz0WTLLFfNPzByVtKanirlX8d+G0VCN9qMZx/tO/JOf+C2M876aOf9lyXrY1saPgkStB4RX3+3n9bvt/u+sctV+8dvuABYeUt99y2tgVVx8WTCGFW39+RbKZievab8kX5d/OHUKSaGh87NpyG8a4rvR1U9yQixzv35rYUfDIsQIRK7Rg4p0XHr59QDybMGjUDCunfCWiAm1MuGDBpA7Rb3AU/RGGBVgwAboELJgAXdLmngQC7QMQLqBLQLiALoH3cVVDF/sl2wxgwQToElgqALoEhAvoEhAuoEtAuIAugbsK6gC3FAKh0QsSIFzViHILJlU4WXRh1J1DlJcvOX1eo5d7QLiq0U4smOy2awpLWmJis7PSzpy9rEUYIFzVAAsmCXbbNYrWSmAgXNVoe6YbsoT1xMpoMGgUBghXNUC4kUSduRa9jIIbLgWiebUUtkk0RXJWRRcmieWR2WT6vNYl/sjbv4trasekR5DPFqbr89loBiDkoKY5as2tP+pccTdXOeep0pA2+M+gmKNi5BKbI4KK3/DumXFP3CT8ePHjNy0U0WaskCiKslgsgoWF3W73eDz+OZoG0HQeMcewPYvXzM3qaDYn9njs3eLDb87umWhm47tOX3lcKOKq+27yiL7xJnN23pQjNjdCqCCzw4F6jiCID640ECRzYvUT6Qksm5D6tzeLhCrOyq/G52YaaWP6gDE7KhqEzGtn1w/LTDInpv/j41JpUArCCLvNpghX3CaRt/iqT5CE74E99nt2vSr++M5Ho655sJC27inM69OdNRo7Zw58cVsZQRIIOU2xvXfOuyeWtRAkYTu/Pi+7c0xi6sKNpSmsweHXeGsdqPFvnmXZYZOXDZ5YMHRSocVioWnaYrEMnVQ4eGLBsMnLWJZFWi8qpJsnQ5kdBfdZkrVUeisvZeRzW+o5x+6ld3TOfUPIXHpzp7uXf+VyN3z+0r2Ez4eLwjCUt+k/Rhxg/3BLkN3lW7rutlcvXsMYN1z5cOR/S8S+/A2jcFPHp4KbO41atpdz2z99fhzlNzmtyNbtByorKysrK2tqanieHzRhyYDxLw+asMTj8YhpnudramqEYi6XS6PdxWGbHQX3WUJylko5ZuaE3Y0xdtuLGHNvITOLpU82CJnH/dUTMgzlbcr+oUZGuI7qbTlT92GMv3vq5s1VDpm+fAyjkI/jUyZLH78+up/UilAVtm4/UNpIWVkZx3GCXoVj0IQlHMeVlZWJZRoaGjQSrsySK8tEIYQI0oIQymhMY3x9yXLGyfc00QRBMJabXbZD/tV7miiEECJNYpWzTj6bpRFCNNuLd54TMs9zngzT9UzZj4LgYYTVpu+AZfvSCFOH0Tk75rux958b0sYlmsT8S7sKb+2XlRhrZmiTb0h9LYyQuMB5Mq8PpHckA1aCpxGHw2G1WvevySdJAiFEksT+NflWq9XhcIhltAsj7O8KwX2WZMli6VMOHiHEO07Rpgwhs5uBKnXwCCHh6hguWrSpBY/ecukfBxadHPyYb6asYRTy+WV0M1BlnDCQYxEKVDG+VwGO46zWiv1r8mmK3L8m32qt4DguMpeJsIU7f3iXh5Z/4eRdRzbO6ZE7S8jsY2ZO2xsCVZmbm5xfuNvusu1ZPjNp0Bwhc2pa3JzV3/G8Y9fyZ6jwvxip1WbwyFtO36dve/uJ5bf9vZ9v5qhe8X37ZFhQ3dpFT6ca6cO1Un/paWlxT67+zu2q3/Tv+c2YHE3xNsXpdJSXl+99b1p5ebnT6ZCc1TAOydIBBfAdEtOybkX+pkm+aWf1vnGD0hnKkDnk3n1VTiGz5sQ7A1MTTAmp89b9nGygBL9oJLf0VKtN2WHKRt4MZNe4GGMPdzHWECu4VIldSAyjaFOCJABhIIaYzk99cNL/m2srsnX7gRNyFBcXy+Zrt8aFPWfqoJ3BkSBcLVpuBtt2HEzrHqO8fEZGxt6vj8HbYUDrEyV/RSDcaCdKhCISJfGAcIHwiBLhtpFH50B7A4QL6BJYKqhGO9kvedGq6KlTY2GtHqBE0a0WAFAOLBUAXQLCBXQJCBfQJSBcQJfAXQV10MUthbb076JAuKoR5RZMJ4sutHYIagLCVY12YsEUJYBwVQMsmCIJCFc1SBBuBAHhqgYIN5JoMtdaGBz5Nx4xbyWFNNvX6JXeyap5JAUmwrOhNZqMR3z/YXOVdBug6h2JRLhrfyiCbN7xabWz2XWVHxGeDa0J24KpfPfSW3p1NdBMp/T+z392wesq/3UHy4rTdQihutMrLB1+bXV5/Q2OlLcfhd5KCpG4Ffn7LBEkQdOUWEBIF/bqeLCeo2nqw0oHV/31hFuyzUY2c/DYXVccqrsntSmkmydDeR/52weVfzUnIfsR3svPyEqY97UVB/WJ0Z23kkL897LK+iwhuR3LYkJ27NpFqGvC9j76BR/7oNdGp94267Ye96wQG5EklLcfbd5KCgkmi6Y+S2K2f6iyY49EhDokbF+FizuXjrw5s0MMSzd692GMa0sWIoQWltRICssKN3jaSBJuL8YYY6+bII1CJkMS3PVMV3BpRo9wZScquHBlx65dhLom7DW7rH3Q4vtef2j5A69NfDHc1vzRi7dSSGQniiIIuxcjhHhHiX8V2bEDsoQtXH/7oAufPfwf5rG389/9q/fthz9t8kC8GQZHevFWComsz1I/C/PyvnMeV/3Hi2ayFCEJVXbsgDySKzAK9VEusQ8iSTQ0PnZtuQ1jXFf6uiluyEWOFwv7GxyFbD/avJUU4v9BLOuzdPS1qSmxRmNc6sw3j2azjMvbJFTZsWsXoa6BPWfqoJ0Fk1pEf4Rh0dbuSwPtBBAuoEtAuIAuAeECugSEC+gSeB9XNXSxX7LNALfDAF0CSwVAl4BwAV0CwgV0CQgX0CX/H+9Dahm8BoRXAAAAAElFTkSuQmCC" alt="fit options" /></p> -<p>The “solution_type” can either be “auto”, which means that the most effective solution method is chosen for the model, in the order of “analytical” (for parent only degradation data), “eigen” (for differential equation models with only linear terms, i.e. without FOMC, DFOP or HS submodels) or “deSolve”, which can handle all model definitions generated by the <code>mkin</code> package.</p> +<p>The most important fit options of the <code>mkinfit</code> function can be set via the controls in the fit configuration area shown above. If the “plot” checkbox is checked (and on Windows, the R GUI is used for running gmkin), an R graphics device started via the R console shows the fitting progress, i.e. the change of the model solution together with the data during the optimisation.</p> +<p>The “solution_type” can either be “auto”, which means that the most effective solution method is chosen for the model, in the order of “analytical” (for parent only degradation data), “eigen” (for differential equation models with only linear terms, i.e. without FOMC, DFOP or HS submodels) or “deSolve”, which can handle all model definitions generated by the <code>mkin</code> package. If a compiler (gcc, on Windows install the ‘Rtools’ software package), then the “deSolve” solution method is alway chosen when there are more than one variables in the model.</p> <p>The parameters “atol” and “rtol” are only effective if the solution type is “deSolve”. They control the precision of the iterative numerical solution of the differential equation model.</p> <p>The checkboxes “transform_rates” and “transform_fractions” control if the parameters are fitted as defined in the model, or if they are internally transformed during the fitting process in order to improve the estimation of standard errors and confidence intervals which are based on a linear approximation at the optimum found by the fitting algorithm.</p> <p>If fitting with transformed fractions leads to a suboptimal fit, doing a first run without transforming fractions may help. A final run using the optimised parameters from the previous run as starting values (see comment on “Get initials from” above) can then be performed with transformed fractions.</p> <p>The dropdown box “weight” specifies if and how the observed values should be weighted in the fitting process. If “manual” is chosen, the values in the “err” column of the dataset are used, which are set to unity by default. Setting these to higher values gives lower weight and vice versa. If “none” is chosen, observed values are not weighted. Please refer to the documentation of the <code>modFit</code> function from the <code>FME</code> package for the meaning of options “std” and “mean”.</p> -<p>The options “reweight.method”, “reweight.tol” and “reweight.max.iter” enable the use of iteratively reweighted least squares fitting, if the reweighting method is set to “obs”. Please refer to the <code>mkinfit</code> <a href="http://kinfit.r-forge.r-project.org/mkin_static/mkinfit.html">documentation</a> for more details.</p> +<p>If the “IRLS” option is set to “obs”, then we make use of iteratively reweighted least squares fitting. Please refer to the <code>mkinfit</code> <a href="http://kinfit.r-forge.r-project.org/mkin_static/mkinfit.html">documentation</a> for more details. IRLS fitting can be configured using the options “reweight.tol” and “reweight.max.iter”.</p> <p>The drop down box “method.modFit” makes it possible to choose between the optimisation algorithms “Port” (the default in mkin versions > 0.9-33, a local optimisation algorithm using a model/trust region approach), “Marq” (the former default in mkin, a Levenberg-Marquardt variant from the R package <code>minpack.lm</code>), and “SANN” (the simulated annealing method - robust but inefficient and without a convergence criterion).</p> <p>Finally, the maximum number of iterations for the optimisation can be adapted using the “maxit.modFit” field.</p> </div> +<div id="plot-options" class="section level3"> +<h3>Plot options</h3> +<p>In the right part of the fit configuration area, the file format can be chosen, the legend can be turned off, and the observed variables for which the data and the model fit should be plotted can be selected as shown below.</p> +<p><img src="data:image/png;base64,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" alt="plot options" /></p> +<p>On systems running the Windows operating system, the windows metafile (wmf) format can be additionally chosen. Changing the file format for plotting will also change the extension of the proposed filename for saving the plot.</p> +</div> +<div id="parameters" class="section level3"> +<h3>Parameters</h3> +<p>Below the fit control area, a table with the Starting parameter list is displayed. While name and type of the parameters should not be edited, their initial values can be edited by clicking on a row. Also, it can be specified if the parameters should be fixed in the optimisation process.</p> +<p>If the initial values for the parameters were changed, the resulting model solution can be visually checked by pressing the button “Plot unoptimised”. This will update the plot of the model and the data using the specified initial parameter values.</p> +<p>If a similar model with a partially overlapping model definition has already be fitted, initial values for parameters with the same name in both models can also be retrieved from previous fits by selecting the fit and pressing the button “Get starting parameters from”. This facilitates stepwise fitting of more complex degradation pathways.</p> +<p>After the model has been successfully fitted by pressing the “Run fit” button, the optimised parameter values are added to the parameter table.</p> +</div> <div id="fitting-the-model" class="section level3"> <h3>Fitting the model</h3> -<p>In many cases the starting parameters and the fit options do not need to be modified and the model fitting process can simply be started by pressing the “Run” button. In the R console, the progressive reduction in the model cost can be monitored and will be displayed like this:</p> +<p>In many cases the starting parameters and the fit options do not need to be modified and the model fitting process can simply be started by pressing the “Run fit” button. In the R console, the progressive reduction in the model cost can be monitored and will be displayed in the following way:</p> <pre class="r"><code>Model cost at call 1 : 15156.12 Model cost at call 3 : 15156.12 Model cost at call 7 : 14220.79 @@ -225,21 +224,18 @@ Model cost at call 27 : 371.2135 Model cost at call 28 : 371.2135 Model cost at call 32 : 371.2134 Model cost at call 36 : 371.2134 -Model cost at call 37 : 371.2134 </code></pre> -<p>If plotting of the fitting progress was selecte in the “Fit options” tab, a new separate graphics window should either pop up, or a graphics window previously started for this purpose will be reused.</p> -</div> -<div id="summary" class="section level3"> -<h3>Summary</h3> -<p>Once a fit has successfully been performed by pressing the “Run” button, the summary as displayed below can be accessed via the “Summary” tab.</p> -<p><img src="data:image/png;base64,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" alt="summary" /></p> -<p>The complete summary can be saved into a text file by specifying a suitable file name and pressing the button “Save summary”.</p> +Model cost at call 37 : 371.2134 +Optimisation by method Port successfully terminated.</code></pre> +<p>If plotting of the fitting progress was selected, a new separate graphics window should either pop up, or a graphics window previously started for this purpose will be reused.</p> +<p>If your screen size allows for it, you can arrange the R plotting window and the R console in a way that you can see everything at the same time:</p> +<p><img src="data:image/png;base64,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" alt="Screenshot of arrangement of plot window and console" /></p> </div> -<div id="plot-options" class="section level3"> -<h3>Plot options</h3> -<p>In the tab “Plot options”, the file format can be chosen, the legend can be turned off, and the observed variables for which the data and the model fit should be plotted can be selected as shown below.</p> -<p><img src="data:image/png;base64,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" alt="plot options" /></p> -<p>On systems running the Windows operating system, the windows metafile (wmf) format can be additionally chosen. Chaning the file format for plotting will also change the extension of the proposed filename for saving the plot.</p> </div> +<div id="results-and-summary" class="section level2"> +<h2>Results and summary</h2> +<p>Once a fit has successfully been completed, the most important results are shown in several tables in the “Result” area a shown above. The detailed summary can be accessed below these tables.</p> +<p><img src="data:image/png;base64,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alt="summary" /></p> +<p>The complete summary can be saved into a text file by specifying a suitable file name and pressing the button “Save summary”.</p> <div id="confidence-interval-plots" class="section level3"> <h3>Confidence interval plots</h3> <p>Whenever a new fit has been configured or a run of a fit has been completed, the plotting area is updated with the abovementioned plot of the data and the current model solution.</p> @@ -261,15 +257,6 @@ $(document).ready(function () { </script> -<!-- dynamically load mathjax for compatibility with self-contained --> -<script> - (function () { - var script = document.createElement("script"); - script.type = "text/javascript"; - script.src = "https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"; - document.getElementsByTagName("head")[0].appendChild(script); - })(); -</script> </body> </html> diff --git a/vignettes/gmkin_manual.pdf b/vignettes/gmkin_manual.pdf Binary files differnew file mode 100644 index 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