diff --git a/01-tidiness.html b/01-tidiness.html
index 2b105dc4..c04f8c43 100644
--- a/01-tidiness.html
+++ b/01-tidiness.html
@@ -301,7 +301,7 @@ <h3 class="callout-title">Discussion<a class="anchor" aria-label="anchor" href="
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1">Show me the solution</h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <p>Types of files and information you have generated:</p>
 <ul><li>Spreadsheet or tabular data with the data from your experiment and
@@ -337,12 +337,13 @@ <h4 class="accordion-header" id="headingSolution1">Show me the solution</h4>
 unique identifiers, because even if you process the same sample twice,
 you do not usually do it on the same day, or if you do, you’re aware of
 it and give them names like A and B.</p>
-<div id="callout1" class="callout">
+<div id="unique-identifiers" class="callout">
 <div class="callout-square">
 <i class="callout-icon" data-feather="bell"></i>
 </div>
-<div class="section level3 callout-title callout-inner">
-<h3 class="callout-title" id="unique-identifiers">Unique identifiers<a class="anchor" aria-label="anchor" href="#unique-identifiers"></a></h3>
+<div id="unique-identifiers" class="callout-inner">
+<h3 class="callout-title">Unique identifiers<a class="anchor" aria-label="anchor" href="#unique-identifiers"></a>
+</h3>
 <div class="callout-content">
 <p>Unique identifiers are a unique name for a sample or set of
 sequencing data. They are names for that data that only exist for that
@@ -357,12 +358,13 @@ <h3 class="callout-title" id="unique-identifiers">Unique identifiers<a class="an
 Excel.</p>
 <p>What type of data to collect depends on your experiment and there are
 often guidelines from metadata standards.</p>
-<div id="callout2" class="callout">
+<div id="metadata-standards" class="callout">
 <div class="callout-square">
 <i class="callout-icon" data-feather="bell"></i>
 </div>
-<div class="section level3 callout-title callout-inner">
-<h3 class="callout-title" id="metadata-standards">Metadata standards<a class="anchor" aria-label="anchor" href="#metadata-standards"></a></h3>
+<div id="metadata-standards" class="callout-inner">
+<h3 class="callout-title">Metadata standards<a class="anchor" aria-label="anchor" href="#metadata-standards"></a>
+</h3>
 <div class="callout-content">
 <p>Many fields have particular ways that they structure their metadata
 so it’s consistent and can be used across the field.</p>
@@ -428,7 +430,7 @@ <h3 class="callout-title">Discussion<a class="anchor" aria-label="anchor" href="
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2">Show me the solution</h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <p>A full set of types of issues with spreadsheet data is at the <a href="https://www.datacarpentry.org/spreadsheet-ecology-lesson/02-common-mistakes/" class="external-link">Data
 Carpentry Ecology spreadsheet lesson</a>. Not all are present in this
@@ -512,7 +514,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.2" class="external-link">sandpaper (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.3" class="external-link">sandpaper (0.16.3)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -535,7 +537,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://datacarpentry.github.io/organization-genomics/01-tidiness.html",
   "dateCreated": "2015-03-24",
   "dateModified": "2023-06-14",
-  "datePublished": "2024-03-12"
+  "datePublished": "2024-03-19"
 }
 
   </script><script>
diff --git a/02-project-planning.html b/02-project-planning.html
index 62e5362b..6e7fe428 100644
--- a/02-project-planning.html
+++ b/02-project-planning.html
@@ -331,7 +331,7 @@ <h3 class="callout-title">Exercise<a class="anchor" aria-label="anchor" href="#e
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1">Show me the solution</h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <p>Errors:</p>
 <ul><li>Sequential order of well_position changes</li>
@@ -393,7 +393,7 @@ <h3 class="callout-title">Exercise<a class="anchor" aria-label="anchor" href="#e
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2">Show me the solution</h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
 <div class="accordion-body">
 <ol style="list-style-type: decimal"><li>Samples are organized by sample_id</li>
 <li>To relate filenames use the sample_id, and do a VLOOKUP on
@@ -461,12 +461,13 @@ <h4 id="some-data-storage-solutions">Some data storage solutions<a class="anchor
 search engine, and asking for help are all valid ways of solving your
 problems. As you complete the lessons you’ll be able to use all of those
 methods more efficiently.</p>
-<div id="callout1" class="callout">
+<div id="where-to-go-from-here" class="callout">
 <div class="callout-square">
 <i class="callout-icon" data-feather="bell"></i>
 </div>
-<div class="section level3 callout-title callout-inner">
-<h3 class="callout-title" id="where-to-go-from-here">Where to go from here?<a class="anchor" aria-label="anchor" href="#where-to-go-from-here"></a></h3>
+<div id="where-to-go-from-here" class="callout-inner">
+<h3 class="callout-title">Where to go from here?<a class="anchor" aria-label="anchor" href="#where-to-go-from-here"></a>
+</h3>
 <div class="callout-content">
 <p>More reading about core competencies</p>
 <p>L. Welch, F. Lewitter, R. Schwartz, C. Brooksbank, P. Radivojac, B.
@@ -527,7 +528,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.2" class="external-link">sandpaper (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.3" class="external-link">sandpaper (0.16.3)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -550,7 +551,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://datacarpentry.github.io/organization-genomics/02-project-planning.html",
   "dateCreated": "2015-03-24",
   "dateModified": "2023-05-02",
-  "datePublished": "2024-03-12"
+  "datePublished": "2024-03-19"
 }
 
   </script><script>
diff --git a/03-ncbi-sra.html b/03-ncbi-sra.html
index d8d4c34c..fe21d183 100644
--- a/03-ncbi-sra.html
+++ b/03-ncbi-sra.html
@@ -527,7 +527,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.2" class="external-link">sandpaper (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.3" class="external-link">sandpaper (0.16.3)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -550,7 +550,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://datacarpentry.github.io/organization-genomics/03-ncbi-sra.html",
   "dateCreated": "2015-03-24",
   "dateModified": "2023-11-20",
-  "datePublished": "2024-03-12"
+  "datePublished": "2024-03-19"
 }
 
   </script><script>
diff --git a/404.html b/404.html
index f90ce993..c3109723 100644
--- a/404.html
+++ b/404.html
@@ -253,7 +253,7 @@ <h1>Page not found</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.2" class="external-link">sandpaper (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.3" class="external-link">sandpaper (0.16.3)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -275,8 +275,8 @@ <h1>Page not found</h1>
   "url": "https://datacarpentry.github.io/organization-genomics/404.html",
   "identifier": "https://datacarpentry.github.io/organization-genomics/404.html",
   "dateCreated": "2015-03-24",
-  "dateModified": "2024-03-12",
-  "datePublished": "2024-03-12"
+  "dateModified": "2024-03-19",
+  "datePublished": "2024-03-19"
 }
 
   </script><script>
diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index ee6fb66c..051cb16a 100644
--- a/CODE_OF_CONDUCT.html
+++ b/CODE_OF_CONDUCT.html
@@ -278,7 +278,7 @@ <h1>Contributor Code of Conduct</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.2" class="external-link">sandpaper (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.3" class="external-link">sandpaper (0.16.3)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -301,7 +301,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://datacarpentry.github.io/organization-genomics/CODE_OF_CONDUCT.html",
   "dateCreated": "2015-03-24",
   "dateModified": "2023-05-02",
-  "datePublished": "2024-03-12"
+  "datePublished": "2024-03-19"
 }
 
   </script><script>
diff --git a/LICENSE.html b/LICENSE.html
index bf984291..e04086b0 100644
--- a/LICENSE.html
+++ b/LICENSE.html
@@ -329,7 +329,7 @@ <h1>Licenses</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.2" class="external-link">sandpaper (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.3" class="external-link">sandpaper (0.16.3)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -352,7 +352,7 @@ <h1>Licenses</h1>
   "identifier": "https://datacarpentry.github.io/organization-genomics/LICENSE.html",
   "dateCreated": "2015-03-24",
   "dateModified": "2023-05-02",
-  "datePublished": "2024-03-12"
+  "datePublished": "2024-03-19"
 }
 
   </script><script>
diff --git a/aio.html b/aio.html
index eec504c5..8f251e0d 100644
--- a/aio.html
+++ b/aio.html
@@ -330,7 +330,7 @@ <h3 class="callout-title">Discussion<a class="anchor" aria-label="anchor" href="
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1">Show me the solution</h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <p>Types of files and information you have generated:</p>
 <ul>
@@ -369,12 +369,12 @@ <h4 class="accordion-header" id="headingSolution1">Show me the solution</h4>
 unique identifiers, because even if you process the same sample twice,
 you do not usually do it on the same day, or if you do, you’re aware of
 it and give them names like A and B.</p>
-<div id="callout1" class="callout">
+<div id="unique-identifiers" class="callout">
 <div class="callout-square">
 <i class="callout-icon" data-feather="bell"></i>
 </div>
-<div class="section level3 callout-title callout-inner">
-<h3 class="callout-title" id="unique-identifiers">Unique identifiers<a class="anchor" aria-label="anchor" href="#unique-identifiers"></a>
+<div id="unique-identifiers" class="callout-inner">
+<h3 class="callout-title">Unique identifiers<a class="anchor" aria-label="anchor" href="#unique-identifiers"></a>
 </h3>
 <div class="callout-content">
 <p>Unique identifiers are a unique name for a sample or set of
@@ -391,12 +391,12 @@ <h3 class="callout-title" id="unique-identifiers">Unique identifiers<a class="an
 Excel.</p>
 <p>What type of data to collect depends on your experiment and there are
 often guidelines from metadata standards.</p>
-<div id="callout2" class="callout">
+<div id="metadata-standards" class="callout">
 <div class="callout-square">
 <i class="callout-icon" data-feather="bell"></i>
 </div>
-<div class="section level3 callout-title callout-inner">
-<h3 class="callout-title" id="metadata-standards">Metadata standards<a class="anchor" aria-label="anchor" href="#metadata-standards"></a>
+<div id="metadata-standards" class="callout-inner">
+<h3 class="callout-title">Metadata standards<a class="anchor" aria-label="anchor" href="#metadata-standards"></a>
 </h3>
 <div class="callout-content">
 <p>Many fields have particular ways that they structure their metadata
@@ -466,7 +466,7 @@ <h3 class="callout-title">Discussion<a class="anchor" aria-label="anchor" href="
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2">Show me the solution</h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <p>A full set of types of issues with spreadsheet data is at the <a href="https://www.datacarpentry.org/spreadsheet-ecology-lesson/02-common-mistakes/" class="external-link">Data
 Carpentry Ecology spreadsheet lesson</a>. Not all are present in this
@@ -616,7 +616,7 @@ <h3 class="callout-title">Exercise<a class="anchor" aria-label="anchor" href="#e
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1">Show me the solution</h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <p>Errors:</p>
 <ul>
@@ -691,7 +691,7 @@ <h3 class="callout-title">Exercise<a class="anchor" aria-label="anchor" href="#e
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2">Show me the solution</h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
 <div class="accordion-body">
 <ol style="list-style-type: decimal">
 <li>Samples are organized by sample_id</li>
@@ -767,12 +767,12 @@ <h4 id="some-data-storage-solutions">Some data storage solutions<a class="anchor
 search engine, and asking for help are all valid ways of solving your
 problems. As you complete the lessons you’ll be able to use all of those
 methods more efficiently.</p>
-<div id="callout1" class="callout">
+<div id="where-to-go-from-here" class="callout">
 <div class="callout-square">
 <i class="callout-icon" data-feather="bell"></i>
 </div>
-<div class="section level3 callout-title callout-inner">
-<h3 class="callout-title" id="where-to-go-from-here">Where to go from here?<a class="anchor" aria-label="anchor" href="#where-to-go-from-here"></a>
+<div id="where-to-go-from-here" class="callout-inner">
+<h3 class="callout-title">Where to go from here?<a class="anchor" aria-label="anchor" href="#where-to-go-from-here"></a>
 </h3>
 <div class="callout-content">
 <p>More reading about core competencies</p>
@@ -1103,7 +1103,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.2" class="external-link">sandpaper (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.3" class="external-link">sandpaper (0.16.3)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
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@@ -1126,8 +1126,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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diff --git a/data.html b/data.html
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         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.3" class="external-link">sandpaper (0.16.3)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
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@@ -381,7 +381,7 @@ <h2 id="references">References<a class="anchor" aria-label="anchor" href="#refer
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diff --git a/discuss.html b/discuss.html
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--- a/discuss.html
+++ b/discuss.html
@@ -271,7 +271,7 @@ <h1>Discussion</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
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@@ -294,7 +294,7 @@ <h1>Discussion</h1>
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diff --git a/images.html b/images.html
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.3" class="external-link">sandpaper (0.16.3)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
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@@ -345,8 +345,8 @@ <h3 id="03-ncbi-sra-figure-5">Figure 5</h3>
   "url": "https://datacarpentry.github.io/organization-genomics/images.html",
   "identifier": "https://datacarpentry.github.io/organization-genomics/images.html",
   "dateCreated": "2015-03-24",
-  "dateModified": "2024-03-12",
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         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.3" class="external-link">sandpaper (0.16.3)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
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@@ -348,8 +348,8 @@ <h3 class="callout-title">For Instructors<a class="anchor" aria-label="anchor" h
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   "identifier": "https://datacarpentry.github.io/organization-genomics/index.html",
   "dateCreated": "2015-03-24",
-  "dateModified": "2024-03-12",
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@@ -468,8 +468,8 @@ <h4 id="people-are-not-interactive-or-responsive-on-the-exercises">People are no
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-  "dateModified": "2024-03-12",
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diff --git a/instructor/01-tidiness.html b/instructor/01-tidiness.html
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@@ -303,7 +303,7 @@ <h3 class="callout-title">Discussion<a class="anchor" aria-label="anchor" href="
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 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <p>Types of files and information you have generated:</p>
 <ul><li>Spreadsheet or tabular data with the data from your experiment and
@@ -339,12 +339,13 @@ <h4 class="accordion-header" id="headingSolution1">Show me the solution</h4>
 unique identifiers, because even if you process the same sample twice,
 you do not usually do it on the same day, or if you do, you’re aware of
 it and give them names like A and B.</p>
-<div id="callout1" class="callout">
+<div id="unique-identifiers" class="callout">
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-<h3 class="callout-title" id="unique-identifiers">Unique identifiers<a class="anchor" aria-label="anchor" href="#unique-identifiers"></a></h3>
+<div id="unique-identifiers" class="callout-inner">
+<h3 class="callout-title">Unique identifiers<a class="anchor" aria-label="anchor" href="#unique-identifiers"></a>
+</h3>
 <div class="callout-content">
 <p>Unique identifiers are a unique name for a sample or set of
 sequencing data. They are names for that data that only exist for that
@@ -359,12 +360,13 @@ <h3 class="callout-title" id="unique-identifiers">Unique identifiers<a class="an
 Excel.</p>
 <p>What type of data to collect depends on your experiment and there are
 often guidelines from metadata standards.</p>
-<div id="callout2" class="callout">
+<div id="metadata-standards" class="callout">
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+<h3 class="callout-title">Metadata standards<a class="anchor" aria-label="anchor" href="#metadata-standards"></a>
+</h3>
 <div class="callout-content">
 <p>Many fields have particular ways that they structure their metadata
 so it’s consistent and can be used across the field.</p>
@@ -430,7 +432,7 @@ <h3 class="callout-title">Discussion<a class="anchor" aria-label="anchor" href="
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+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <p>A full set of types of issues with spreadsheet data is at the <a href="https://www.datacarpentry.org/spreadsheet-ecology-lesson/02-common-mistakes/" class="external-link">Data
 Carpentry Ecology spreadsheet lesson</a>. Not all are present in this
@@ -514,7 +516,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.3" class="external-link">sandpaper (0.16.3)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
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 	<div id="to-top">
@@ -537,7 +539,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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   "dateCreated": "2015-03-24",
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diff --git a/instructor/02-project-planning.html b/instructor/02-project-planning.html
index 7c4896cc..5937c88f 100644
--- a/instructor/02-project-planning.html
+++ b/instructor/02-project-planning.html
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 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <p>Errors:</p>
 <ul><li>Sequential order of well_position changes</li>
@@ -395,7 +395,7 @@ <h3 class="callout-title">Exercise<a class="anchor" aria-label="anchor" href="#e
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-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
 <div class="accordion-body">
 <ol style="list-style-type: decimal"><li>Samples are organized by sample_id</li>
 <li>To relate filenames use the sample_id, and do a VLOOKUP on
@@ -463,12 +463,13 @@ <h4 id="some-data-storage-solutions">Some data storage solutions<a class="anchor
 search engine, and asking for help are all valid ways of solving your
 problems. As you complete the lessons you’ll be able to use all of those
 methods more efficiently.</p>
-<div id="callout1" class="callout">
+<div id="where-to-go-from-here" class="callout">
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-<h3 class="callout-title" id="where-to-go-from-here">Where to go from here?<a class="anchor" aria-label="anchor" href="#where-to-go-from-here"></a></h3>
+<div id="where-to-go-from-here" class="callout-inner">
+<h3 class="callout-title">Where to go from here?<a class="anchor" aria-label="anchor" href="#where-to-go-from-here"></a>
+</h3>
 <div class="callout-content">
 <p>More reading about core competencies</p>
 <p>L. Welch, F. Lewitter, R. Schwartz, C. Brooksbank, P. Radivojac, B.
@@ -529,7 +530,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.3" class="external-link">sandpaper (0.16.3)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
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diff --git a/instructor/03-ncbi-sra.html b/instructor/03-ncbi-sra.html
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         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.3" class="external-link">sandpaper (0.16.3)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
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@@ -552,7 +552,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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diff --git a/instructor/404.html b/instructor/404.html
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--- a/instructor/404.html
+++ b/instructor/404.html
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         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
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-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.2" class="external-link">sandpaper (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.3" class="external-link">sandpaper (0.16.3)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
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 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -275,8 +275,8 @@ <h1>Page not found</h1>
   "url": "https://datacarpentry.github.io/organization-genomics/instructor/404.html",
   "identifier": "https://datacarpentry.github.io/organization-genomics/instructor/404.html",
   "dateCreated": "2015-03-24",
-  "dateModified": "2024-03-12",
-  "datePublished": "2024-03-12"
+  "dateModified": "2024-03-19",
+  "datePublished": "2024-03-19"
 }
 
   </script><script>
diff --git a/instructor/CODE_OF_CONDUCT.html b/instructor/CODE_OF_CONDUCT.html
index bc19e0b6..68b7f238 100644
--- a/instructor/CODE_OF_CONDUCT.html
+++ b/instructor/CODE_OF_CONDUCT.html
@@ -280,7 +280,7 @@ <h1>Contributor Code of Conduct</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.2" class="external-link">sandpaper (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.3" class="external-link">sandpaper (0.16.3)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
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 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -303,7 +303,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://datacarpentry.github.io/organization-genomics/instructor/CODE_OF_CONDUCT.html",
   "dateCreated": "2015-03-24",
   "dateModified": "2023-05-02",
-  "datePublished": "2024-03-12"
+  "datePublished": "2024-03-19"
 }
 
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diff --git a/instructor/LICENSE.html b/instructor/LICENSE.html
index 5cd5fbc4..ee396032 100644
--- a/instructor/LICENSE.html
+++ b/instructor/LICENSE.html
@@ -331,7 +331,7 @@ <h1>Licenses</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.3" class="external-link">sandpaper (0.16.3)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
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 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -354,7 +354,7 @@ <h1>Licenses</h1>
   "identifier": "https://datacarpentry.github.io/organization-genomics/instructor/LICENSE.html",
   "dateCreated": "2015-03-24",
   "dateModified": "2023-05-02",
-  "datePublished": "2024-03-12"
+  "datePublished": "2024-03-19"
 }
 
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diff --git a/instructor/aio.html b/instructor/aio.html
index 40de3ae9..7201f2b5 100644
--- a/instructor/aio.html
+++ b/instructor/aio.html
@@ -337,7 +337,7 @@ <h3 class="callout-title">Discussion<a class="anchor" aria-label="anchor" href="
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1">Show me the solution</h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <p>Types of files and information you have generated:</p>
 <ul>
@@ -376,12 +376,12 @@ <h4 class="accordion-header" id="headingSolution1">Show me the solution</h4>
 unique identifiers, because even if you process the same sample twice,
 you do not usually do it on the same day, or if you do, you’re aware of
 it and give them names like A and B.</p>
-<div id="callout1" class="callout">
+<div id="unique-identifiers" class="callout">
 <div class="callout-square">
 <i class="callout-icon" data-feather="bell"></i>
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-<div class="section level3 callout-title callout-inner">
-<h3 class="callout-title" id="unique-identifiers">Unique identifiers<a class="anchor" aria-label="anchor" href="#unique-identifiers"></a>
+<div id="unique-identifiers" class="callout-inner">
+<h3 class="callout-title">Unique identifiers<a class="anchor" aria-label="anchor" href="#unique-identifiers"></a>
 </h3>
 <div class="callout-content">
 <p>Unique identifiers are a unique name for a sample or set of
@@ -398,12 +398,12 @@ <h3 class="callout-title" id="unique-identifiers">Unique identifiers<a class="an
 Excel.</p>
 <p>What type of data to collect depends on your experiment and there are
 often guidelines from metadata standards.</p>
-<div id="callout2" class="callout">
+<div id="metadata-standards" class="callout">
 <div class="callout-square">
 <i class="callout-icon" data-feather="bell"></i>
 </div>
-<div class="section level3 callout-title callout-inner">
-<h3 class="callout-title" id="metadata-standards">Metadata standards<a class="anchor" aria-label="anchor" href="#metadata-standards"></a>
+<div id="metadata-standards" class="callout-inner">
+<h3 class="callout-title">Metadata standards<a class="anchor" aria-label="anchor" href="#metadata-standards"></a>
 </h3>
 <div class="callout-content">
 <p>Many fields have particular ways that they structure their metadata
@@ -473,7 +473,7 @@ <h3 class="callout-title">Discussion<a class="anchor" aria-label="anchor" href="
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2">Show me the solution</h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <p>A full set of types of issues with spreadsheet data is at the <a href="https://www.datacarpentry.org/spreadsheet-ecology-lesson/02-common-mistakes/" class="external-link">Data
 Carpentry Ecology spreadsheet lesson</a>. Not all are present in this
@@ -624,7 +624,7 @@ <h3 class="callout-title">Exercise<a class="anchor" aria-label="anchor" href="#e
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1">Show me the solution</h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <p>Errors:</p>
 <ul>
@@ -699,7 +699,7 @@ <h3 class="callout-title">Exercise<a class="anchor" aria-label="anchor" href="#e
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2">Show me the solution</h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
 <div class="accordion-body">
 <ol style="list-style-type: decimal">
 <li>Samples are organized by sample_id</li>
@@ -775,12 +775,12 @@ <h4 id="some-data-storage-solutions">Some data storage solutions<a class="anchor
 search engine, and asking for help are all valid ways of solving your
 problems. As you complete the lessons you’ll be able to use all of those
 methods more efficiently.</p>
-<div id="callout1" class="callout">
+<div id="where-to-go-from-here" class="callout">
 <div class="callout-square">
 <i class="callout-icon" data-feather="bell"></i>
 </div>
-<div class="section level3 callout-title callout-inner">
-<h3 class="callout-title" id="where-to-go-from-here">Where to go from here?<a class="anchor" aria-label="anchor" href="#where-to-go-from-here"></a>
+<div id="where-to-go-from-here" class="callout-inner">
+<h3 class="callout-title">Where to go from here?<a class="anchor" aria-label="anchor" href="#where-to-go-from-here"></a>
 </h3>
 <div class="callout-content">
 <p>More reading about core competencies</p>
@@ -1112,7 +1112,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.2" class="external-link">sandpaper (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.3" class="external-link">sandpaper (0.16.3)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
 			</div>
 		</footer>
 </div> <!-- / div.container -->
@@ -1135,8 +1135,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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   "identifier": "https://datacarpentry.github.io/organization-genomics/instructor/aio.html",
   "dateCreated": "2015-03-24",
-  "dateModified": "2024-03-12",
-  "datePublished": "2024-03-12"
+  "dateModified": "2024-03-19",
+  "datePublished": "2024-03-19"
 }
 
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diff --git a/instructor/data.html b/instructor/data.html
index 950c97fa..363213da 100644
--- a/instructor/data.html
+++ b/instructor/data.html
@@ -360,7 +360,7 @@ <h2 id="references">References<a class="anchor" aria-label="anchor" href="#refer
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.2" class="external-link">sandpaper (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.3" class="external-link">sandpaper (0.16.3)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -383,7 +383,7 @@ <h2 id="references">References<a class="anchor" aria-label="anchor" href="#refer
   "identifier": "https://datacarpentry.github.io/organization-genomics/instructor/data.html",
   "dateCreated": "2015-03-24",
   "dateModified": "2023-05-02",
-  "datePublished": "2024-03-12"
+  "datePublished": "2024-03-19"
 }
 
   </script><script>
diff --git a/instructor/discuss.html b/instructor/discuss.html
index 833a08d3..61c745f2 100644
--- a/instructor/discuss.html
+++ b/instructor/discuss.html
@@ -273,7 +273,7 @@ <h1>Discussion</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.2" class="external-link">sandpaper (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.3" class="external-link">sandpaper (0.16.3)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
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 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -296,7 +296,7 @@ <h1>Discussion</h1>
   "identifier": "https://datacarpentry.github.io/organization-genomics/instructor/discuss.html",
   "dateCreated": "2015-03-24",
   "dateModified": "2023-05-02",
-  "datePublished": "2024-03-12"
+  "datePublished": "2024-03-19"
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diff --git a/instructor/images.html b/instructor/images.html
index 0de57449..15d42e4c 100644
--- a/instructor/images.html
+++ b/instructor/images.html
@@ -328,7 +328,7 @@ <h3 id="03-ncbi-sra-figure-5">Figure 5</h3>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.2" class="external-link">sandpaper (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.3" class="external-link">sandpaper (0.16.3)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
 			</div>
 		</footer>
 </div> <!-- / div.container -->
@@ -351,8 +351,8 @@ <h3 id="03-ncbi-sra-figure-5">Figure 5</h3>
   "url": "https://datacarpentry.github.io/organization-genomics/instructor/images.html",
   "identifier": "https://datacarpentry.github.io/organization-genomics/instructor/images.html",
   "dateCreated": "2015-03-24",
-  "dateModified": "2024-03-12",
-  "datePublished": "2024-03-12"
+  "dateModified": "2024-03-19",
+  "datePublished": "2024-03-19"
 }
 
   </script><script>
diff --git a/instructor/index.html b/instructor/index.html
index b780f60f..5bdbec87 100644
--- a/instructor/index.html
+++ b/instructor/index.html
@@ -369,7 +369,7 @@ <h3 class="callout-title">For Instructors<a class="anchor" aria-label="anchor" h
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.2" class="external-link">sandpaper (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.3" class="external-link">sandpaper (0.16.3)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -391,8 +391,8 @@ <h3 class="callout-title">For Instructors<a class="anchor" aria-label="anchor" h
   "url": "https://datacarpentry.github.io/organization-genomics/instructor/index.html",
   "identifier": "https://datacarpentry.github.io/organization-genomics/instructor/index.html",
   "dateCreated": "2015-03-24",
-  "dateModified": "2024-03-12",
-  "datePublished": "2024-03-12"
+  "dateModified": "2024-03-19",
+  "datePublished": "2024-03-19"
 }
 
   </script><script>
diff --git a/instructor/instructor-notes.html b/instructor/instructor-notes.html
index 005ff253..07718640 100644
--- a/instructor/instructor-notes.html
+++ b/instructor/instructor-notes.html
@@ -454,7 +454,7 @@ <h4 id="people-are-not-interactive-or-responsive-on-the-exercises">People are no
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.2" class="external-link">sandpaper (0.16.2)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.3" class="external-link">sandpaper (0.16.3)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
 			</div>
 		</footer>
 </div> <!-- / div.container -->
@@ -477,8 +477,8 @@ <h4 id="people-are-not-interactive-or-responsive-on-the-exercises">People are no
   "url": "https://datacarpentry.github.io/organization-genomics/instructor/instructor-notes.html",
   "identifier": "https://datacarpentry.github.io/organization-genomics/instructor/instructor-notes.html",
   "dateCreated": "2015-03-24",
-  "dateModified": "2024-03-12",
-  "datePublished": "2024-03-12"
+  "dateModified": "2024-03-19",
+  "datePublished": "2024-03-19"
 }
 
   </script><script>
diff --git a/instructor/key-points.html b/instructor/key-points.html
index a093808f..b6a5e4dd 100644
--- a/instructor/key-points.html
+++ b/instructor/key-points.html
@@ -313,7 +313,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
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         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
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diff --git a/instructor/old-ncbi.html b/instructor/old-ncbi.html
index c834dd83..3e9d1477 100644
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@@ -295,7 +295,7 @@ <h1>Old NCBI</h1>
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.3" class="external-link">sandpaper (0.16.3)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
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@@ -318,7 +318,7 @@ <h1>Old NCBI</h1>
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.3" class="external-link">sandpaper (0.16.3)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
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@@ -252,8 +252,8 @@ <h1>Learner Profiles</h1>
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diff --git a/instructor/reference.html b/instructor/reference.html
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.3" class="external-link">sandpaper (0.16.3)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
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@@ -394,7 +394,7 @@ <h1>Glossary</h1>
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diff --git a/key-points.html b/key-points.html
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.3" class="external-link">sandpaper (0.16.3)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
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@@ -330,8 +330,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
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diff --git a/old-ncbi.html b/old-ncbi.html
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.3" class="external-link">sandpaper (0.16.3)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
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 	<div id="to-top">
@@ -316,7 +316,7 @@ <h1>Old NCBI</h1>
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diff --git a/pkgdown.yml b/pkgdown.yml
index 636c6186..a163c43f 100644
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index 3c159783..206ba8e7 100644
--- a/profiles.html
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@@ -230,7 +230,7 @@ <h1>Learner Profiles</h1>
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.3" class="external-link">sandpaper (0.16.3)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.4" class="external-link">pegboard (0.7.4)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.1" class="external-link">varnish (1.0.1)</a></p>
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@@ -252,8 +252,8 @@ <h1>Learner Profiles</h1>
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diff --git a/reference.html b/reference.html
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 	<div id="to-top">
@@ -392,7 +392,7 @@ <h1>Glossary</h1>
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