From df19d844218a98d1308e9459aaa2bf1b604c7b3f Mon Sep 17 00:00:00 2001
From: GitHub Actions <actions@github.com>
Date: Tue, 5 Dec 2023 01:08:16 +0000
Subject: [PATCH] site deploy

Auto-generated via {sandpaper}
Source  : c8b349c6f2833e996656303179fde798fcb94039
Branch  : md-outputs
Author  : GitHub Actions <actions@github.com>
Time    : 2023-11-28 01:08:44 +0000
Message : markdown source builds

Auto-generated via {sandpaper}
Source  : 522aa3d1f1f01c9c59ecdb127cf784517507467d
Branch  : main
Author  : The Carpentries Apprentice (beta) <64428345+carpentries-bot@users.noreply.github.com>
Time    : 2023-11-07 14:42:01 +0000
Message : [actions] update 23 packages (#76)

Co-authored-by: zkamvar <zkamvar@users.noreply.github.com>
---
 01-setup.html                                 | 14 ++++----
 02-introduction-to-bioconductor.html          | 18 +++++-----
 03-installing-bioconductor.html               | 14 ++++----
 04-getting-help.html                          | 14 ++++----
 05-s4.html                                    | 18 +++++-----
 06-biological-sequences.html                  | 14 ++++----
 07-genomic-ranges.html                        | 14 ++++----
 404.html                                      | 16 ++++-----
 CODE_OF_CONDUCT.html                          | 14 ++++----
 LICENSE.html                                  | 14 ++++----
 aio.html                                      | 24 ++++++-------
 assets/styles.css                             |  2 +-
 assets/styles.css.map                         |  2 +-
 discuss.html                                  | 14 ++++----
 images.html                                   | 16 ++++-----
 index.html                                    | 16 ++++-----
 instructor-notes.html                         | 16 ++++-----
 instructor/01-setup.html                      | 19 ++++++-----
 .../02-introduction-to-bioconductor.html      | 23 +++++++------
 instructor/03-installing-bioconductor.html    | 19 ++++++-----
 instructor/04-getting-help.html               | 19 ++++++-----
 instructor/05-s4.html                         | 23 +++++++------
 instructor/06-biological-sequences.html       | 19 ++++++-----
 instructor/07-genomic-ranges.html             | 19 ++++++-----
 instructor/404.html                           | 16 ++++-----
 instructor/CODE_OF_CONDUCT.html               | 19 ++++++-----
 instructor/LICENSE.html                       | 19 ++++++-----
 instructor/aio.html                           | 34 +++++++++++--------
 instructor/discuss.html                       | 19 ++++++-----
 instructor/images.html                        | 26 ++++++++------
 instructor/index.html                         | 21 ++++++------
 instructor/instructor-notes.html              | 26 ++++++++------
 instructor/key-points.html                    | 26 ++++++++------
 instructor/profiles.html                      | 21 ++++++------
 instructor/reference.html                     | 19 ++++++-----
 key-points.html                               | 16 ++++-----
 pkgdown.yml                                   |  2 +-
 profiles.html                                 | 16 ++++-----
 reference.html                                | 14 ++++----
 39 files changed, 356 insertions(+), 319 deletions(-)

diff --git a/01-setup.html b/01-setup.html
index 64e80007..666da021 100644
--- a/01-setup.html
+++ b/01-setup.html
@@ -18,10 +18,10 @@
   <div class="container-fluid top-nav-container">
     <div class="col-md-6">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="icon" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #383838">Pre-Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="color: #FF4955; border-radius: 5px"></i>
+        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="background-color: #FF4955; border-radius: 5px">
+          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #000">
+            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="border-radius: 5px"></i>
+            Pre-Alpha
           </a>
           <span class="visually-hidden">This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught.</span>
         </abbr>
@@ -432,9 +432,9 @@ <h3 class="callout-title">Keypoints<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><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under 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/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -456,7 +456,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "identifier": "https://carpentries-incubator.github.io/bioc-project/01-setup.html",
   "dateCreated": "2020-09-14",
   "dateModified": "2023-11-21",
-  "datePublished": "2023-11-28"
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/02-introduction-to-bioconductor.html b/02-introduction-to-bioconductor.html
index 7e6056fb..b687a7e8 100644
--- a/02-introduction-to-bioconductor.html
+++ b/02-introduction-to-bioconductor.html
@@ -18,10 +18,10 @@
   <div class="container-fluid top-nav-container">
     <div class="col-md-6">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="icon" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #383838">Pre-Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="color: #FF4955; border-radius: 5px"></i>
+        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="background-color: #FF4955; border-radius: 5px">
+          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #000">
+            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="border-radius: 5px"></i>
+            Pre-Alpha
           </a>
           <span class="visually-hidden">This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught.</span>
         </abbr>
@@ -500,7 +500,7 @@ <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>The following solution includes numbers that were valid at the time
 of writing (Bioconductor release 3.13); numbers will inevitably be
@@ -573,7 +573,7 @@ <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">
 <ol style="list-style-type: decimal"><li>
 <code>RNAseq</code>, <code>ChIPSeq</code>, <code>Epigenetics</code>,
@@ -835,9 +835,9 @@ <h3 class="callout-title">Keypoints<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><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under 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/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -859,7 +859,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "identifier": "https://carpentries-incubator.github.io/bioc-project/02-introduction-to-bioconductor.html",
   "dateCreated": "2020-09-14",
   "dateModified": "2023-11-21",
-  "datePublished": "2023-11-28"
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/03-installing-bioconductor.html b/03-installing-bioconductor.html
index 5616aaa7..8fbbb9f5 100644
--- a/03-installing-bioconductor.html
+++ b/03-installing-bioconductor.html
@@ -18,10 +18,10 @@
   <div class="container-fluid top-nav-container">
     <div class="col-md-6">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="icon" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #383838">Pre-Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="color: #FF4955; border-radius: 5px"></i>
+        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="background-color: #FF4955; border-radius: 5px">
+          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #000">
+            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="border-radius: 5px"></i>
+            Pre-Alpha
           </a>
           <span class="visually-hidden">This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught.</span>
         </abbr>
@@ -813,9 +813,9 @@ <h3 class="callout-title">Keypoints<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><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under 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/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -837,7 +837,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "identifier": "https://carpentries-incubator.github.io/bioc-project/03-installing-bioconductor.html",
   "dateCreated": "2020-09-14",
   "dateModified": "2023-11-21",
-  "datePublished": "2023-11-28"
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/04-getting-help.html b/04-getting-help.html
index 7b16e3cc..19717627 100644
--- a/04-getting-help.html
+++ b/04-getting-help.html
@@ -18,10 +18,10 @@
   <div class="container-fluid top-nav-container">
     <div class="col-md-6">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="icon" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #383838">Pre-Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="color: #FF4955; border-radius: 5px"></i>
+        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="background-color: #FF4955; border-radius: 5px">
+          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #000">
+            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="border-radius: 5px"></i>
+            Pre-Alpha
           </a>
           <span class="visually-hidden">This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught.</span>
         </abbr>
@@ -677,9 +677,9 @@ <h3 class="callout-title">Keypoints<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><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under 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/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -701,7 +701,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "identifier": "https://carpentries-incubator.github.io/bioc-project/04-getting-help.html",
   "dateCreated": "2020-09-14",
   "dateModified": "2023-11-21",
-  "datePublished": "2023-11-28"
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/05-s4.html b/05-s4.html
index 151c7df7..c0a59827 100644
--- a/05-s4.html
+++ b/05-s4.html
@@ -18,10 +18,10 @@
   <div class="container-fluid top-nav-container">
     <div class="col-md-6">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="icon" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #383838">Pre-Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="color: #FF4955; border-radius: 5px"></i>
+        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="background-color: #FF4955; border-radius: 5px">
+          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #000">
+            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="border-radius: 5px"></i>
+            Pre-Alpha
           </a>
           <span class="visually-hidden">This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught.</span>
         </abbr>
@@ -729,7 +729,7 @@ <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">
 <pre><code>&gt; DF2["name1", ]
 DataFrame with 1 row and 3 columns
@@ -786,7 +786,7 @@ <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">
 <pre><code>&gt; DF3["a", ]
 DataFrame with 1 row and 3 columns
@@ -1121,9 +1121,9 @@ <h3 class="callout-title">Keypoints<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><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under 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/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -1145,7 +1145,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "identifier": "https://carpentries-incubator.github.io/bioc-project/05-s4.html",
   "dateCreated": "2020-09-14",
   "dateModified": "2023-11-21",
-  "datePublished": "2023-11-28"
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/06-biological-sequences.html b/06-biological-sequences.html
index 33939ab8..0892b4f3 100644
--- a/06-biological-sequences.html
+++ b/06-biological-sequences.html
@@ -18,10 +18,10 @@
   <div class="container-fluid top-nav-container">
     <div class="col-md-6">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="icon" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #383838">Pre-Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="color: #FF4955; border-radius: 5px"></i>
+        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="background-color: #FF4955; border-radius: 5px">
+          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #000">
+            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="border-radius: 5px"></i>
+            Pre-Alpha
           </a>
           <span class="visually-hidden">This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught.</span>
         </abbr>
@@ -935,9 +935,9 @@ <h3 class="callout-title">Keypoints<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><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under 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/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -959,7 +959,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "identifier": "https://carpentries-incubator.github.io/bioc-project/06-biological-sequences.html",
   "dateCreated": "2020-09-14",
   "dateModified": "2023-11-21",
-  "datePublished": "2023-11-28"
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/07-genomic-ranges.html b/07-genomic-ranges.html
index bf60b3b1..507ae282 100644
--- a/07-genomic-ranges.html
+++ b/07-genomic-ranges.html
@@ -18,10 +18,10 @@
   <div class="container-fluid top-nav-container">
     <div class="col-md-6">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="icon" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #383838">Pre-Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="color: #FF4955; border-radius: 5px"></i>
+        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="background-color: #FF4955; border-radius: 5px">
+          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #000">
+            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="border-radius: 5px"></i>
+            Pre-Alpha
           </a>
           <span class="visually-hidden">This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught.</span>
         </abbr>
@@ -1406,9 +1406,9 @@ <h3 class="callout-title">Keypoints<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><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under 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/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -1430,7 +1430,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "identifier": "https://carpentries-incubator.github.io/bioc-project/07-genomic-ranges.html",
   "dateCreated": "2020-09-14",
   "dateModified": "2023-11-21",
-  "datePublished": "2023-11-28"
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/404.html b/404.html
index d03c1505..6dc7e520 100644
--- a/404.html
+++ b/404.html
@@ -18,10 +18,10 @@
   <div class="container-fluid top-nav-container">
     <div class="col-md-6">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="https://carpentries-incubator.github.io/bioc-project/assets/images/incubator-logo.svg"><abbr class="icon" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #383838">Pre-Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="color: #FF4955; border-radius: 5px"></i>
+        <img alt="Carpentries Incubator" src="https://carpentries-incubator.github.io/bioc-project/assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="background-color: #FF4955; border-radius: 5px">
+          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #000">
+            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="border-radius: 5px"></i>
+            Pre-Alpha
           </a>
           <span class="visually-hidden">This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught.</span>
         </abbr>
@@ -305,9 +305,9 @@ <h1>Page not found</h1>
         <p>Materials licensed under <a href="https://carpentries-incubator.github.io/bioc-project/LICENSE.html" class="external-link">CC-BY 4.0</a> by the authors</p>
         
         <p><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under 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/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -328,8 +328,8 @@ <h1>Page not found</h1>
   "url": "https://carpentries-incubator.github.io/bioc-project/404.html",
   "identifier": "https://carpentries-incubator.github.io/bioc-project/404.html",
   "dateCreated": "2020-09-14",
-  "dateModified": "2023-11-28",
-  "datePublished": "2023-11-28"
+  "dateModified": "2023-12-05",
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index 84965051..b6e0089b 100644
--- a/CODE_OF_CONDUCT.html
+++ b/CODE_OF_CONDUCT.html
@@ -18,10 +18,10 @@
   <div class="container-fluid top-nav-container">
     <div class="col-md-6">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="icon" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #383838">Pre-Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="color: #FF4955; border-radius: 5px"></i>
+        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="background-color: #FF4955; border-radius: 5px">
+          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #000">
+            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="border-radius: 5px"></i>
+            Pre-Alpha
           </a>
           <span class="visually-hidden">This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught.</span>
         </abbr>
@@ -322,9 +322,9 @@ <h1>Contributor Code of Conduct</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under 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/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -346,7 +346,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://carpentries-incubator.github.io/bioc-project/CODE_OF_CONDUCT.html",
   "dateCreated": "2020-09-14",
   "dateModified": "2023-11-21",
-  "datePublished": "2023-11-28"
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/LICENSE.html b/LICENSE.html
index 634b11df..854ba156 100644
--- a/LICENSE.html
+++ b/LICENSE.html
@@ -18,10 +18,10 @@
   <div class="container-fluid top-nav-container">
     <div class="col-md-6">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="icon" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #383838">Pre-Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="color: #FF4955; border-radius: 5px"></i>
+        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="background-color: #FF4955; border-radius: 5px">
+          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #000">
+            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="border-radius: 5px"></i>
+            Pre-Alpha
           </a>
           <span class="visually-hidden">This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught.</span>
         </abbr>
@@ -374,9 +374,9 @@ <h1>Licenses</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under 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/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -398,7 +398,7 @@ <h1>Licenses</h1>
   "identifier": "https://carpentries-incubator.github.io/bioc-project/LICENSE.html",
   "dateCreated": "2020-09-14",
   "dateModified": "2023-11-21",
-  "datePublished": "2023-11-28"
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/aio.html b/aio.html
index d46b09a2..f7e0f4db 100644
--- a/aio.html
+++ b/aio.html
@@ -33,10 +33,10 @@
   <div class="container-fluid top-nav-container">
     <div class="col-md-6">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="icon" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #383838">Pre-Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="color: #FF4955; border-radius: 5px"></i>
+        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="background-color: #FF4955; border-radius: 5px">
+          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #000">
+            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="border-radius: 5px"></i>
+            Pre-Alpha
           </a>
           <span class="visually-hidden">This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught.</span>
         </abbr>
@@ -675,7 +675,7 @@ <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>The following solution includes numbers that were valid at the time
 of writing (Bioconductor release 3.13); numbers will inevitably be
@@ -755,7 +755,7 @@ <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">
 <ol style="list-style-type: decimal">
 <li>
@@ -2344,7 +2344,7 @@ <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">
 <pre><code>&gt; DF2["name1", ]
 DataFrame with 1 row and 3 columns
@@ -2401,7 +2401,7 @@ <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">
 <pre><code>&gt; DF3["a", ]
 DataFrame with 1 row and 3 columns
@@ -4488,9 +4488,9 @@ <h3 class="callout-title">Keypoints<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><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under 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/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer>
 </div> <!-- / div.container -->
@@ -4512,8 +4512,8 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "url": "https://carpentries-incubator.github.io/bioc-project/aio.html",
   "identifier": "https://carpentries-incubator.github.io/bioc-project/aio.html",
   "dateCreated": "2020-09-14",
-  "dateModified": "2023-11-28",
-  "datePublished": "2023-11-28"
+  "dateModified": "2023-12-05",
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/assets/styles.css b/assets/styles.css
index 912d1e1a..48fa684a 100644
--- a/assets/styles.css
+++ b/assets/styles.css
@@ -3,4 +3,4 @@
  * Copyright 2011-2021 The Bootstrap Authors
  * Copyright 2011-2021 Twitter, Inc.
  * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)
- */:root{--bs-blue: #0d6efd;--bs-indigo: #6610f2;--bs-purple: #6f42c1;--bs-pink: #d63384;--bs-red: #dc3545;--bs-orange: #fd7e14;--bs-yellow: #ffc107;--bs-green: #198754;--bs-teal: #20c997;--bs-cyan: #0dcaf0;--bs-white: #fff;--bs-gray: #6c757d;--bs-gray-dark: #343a40;--bs-gray-100: #f8f9fa;--bs-gray-200: #e9ecef;--bs-gray-300: #dee2e6;--bs-gray-400: #ced4da;--bs-gray-500: #adb5bd;--bs-gray-600: #6c757d;--bs-gray-700: #495057;--bs-gray-800: #343a40;--bs-gray-900: #212529;--bs-primary: #0d6efd;--bs-secondary: #6c757d;--bs-success: #198754;--bs-info: #0dcaf0;--bs-warning: #ffc107;--bs-danger: #dc3545;--bs-light: #f8f9fa;--bs-dark: #212529;--bs-primary-rgb: 13, 110, 253;--bs-secondary-rgb: 108, 117, 125;--bs-success-rgb: 25, 135, 84;--bs-info-rgb: 13, 202, 240;--bs-warning-rgb: 255, 193, 7;--bs-danger-rgb: 220, 53, 69;--bs-light-rgb: 248, 249, 250;--bs-dark-rgb: 33, 37, 41;--bs-white-rgb: 255, 255, 255;--bs-black-rgb: 0, 0, 0;--bs-body-color-rgb: 33, 37, 41;--bs-body-bg-rgb: 255, 255, 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diff --git a/assets/styles.css.map b/assets/styles.css.map
index f616f16d..44b4d080 100644
--- a/assets/styles.css.map
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diff --git a/discuss.html b/discuss.html
index 68c930e2..d94e92fc 100644
--- a/discuss.html
+++ b/discuss.html
@@ -18,10 +18,10 @@
   <div class="container-fluid top-nav-container">
     <div class="col-md-6">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="icon" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #383838">Pre-Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="color: #FF4955; border-radius: 5px"></i>
+        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="background-color: #FF4955; border-radius: 5px">
+          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #000">
+            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="border-radius: 5px"></i>
+            Pre-Alpha
           </a>
           <span class="visually-hidden">This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught.</span>
         </abbr>
@@ -472,9 +472,9 @@ <h3 id="transition-between-devel-and-release---the-release-process">Transition b
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under 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/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -496,7 +496,7 @@ <h3 id="transition-between-devel-and-release---the-release-process">Transition b
   "identifier": "https://carpentries-incubator.github.io/bioc-project/discuss.html",
   "dateCreated": "2020-09-14",
   "dateModified": "2023-11-21",
-  "datePublished": "2023-11-28"
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/images.html b/images.html
index 4eba72f7..9848d13b 100644
--- a/images.html
+++ b/images.html
@@ -33,10 +33,10 @@
   <div class="container-fluid top-nav-container">
     <div class="col-md-6">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="icon" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #383838">Pre-Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="color: #FF4955; border-radius: 5px"></i>
+        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="background-color: #FF4955; border-radius: 5px">
+          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #000">
+            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="border-radius: 5px"></i>
+            Pre-Alpha
           </a>
           <span class="visually-hidden">This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught.</span>
         </abbr>
@@ -386,9 +386,9 @@ <h3 id="07-genomic-ranges-figure-3">Figure 3</h3>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under 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/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer>
 </div> <!-- / div.container -->
@@ -410,8 +410,8 @@ <h3 id="07-genomic-ranges-figure-3">Figure 3</h3>
   "url": "https://carpentries-incubator.github.io/bioc-project/images.html",
   "identifier": "https://carpentries-incubator.github.io/bioc-project/images.html",
   "dateCreated": "2020-09-14",
-  "dateModified": "2023-11-28",
-  "datePublished": "2023-11-28"
+  "dateModified": "2023-12-05",
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/index.html b/index.html
index 06686e50..68ef5b5d 100644
--- a/index.html
+++ b/index.html
@@ -18,10 +18,10 @@
   <div class="container-fluid top-nav-container">
     <div class="col-md-6">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="icon" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #383838">Pre-Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="color: #FF4955; border-radius: 5px"></i>
+        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="background-color: #FF4955; border-radius: 5px">
+          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #000">
+            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="border-radius: 5px"></i>
+            Pre-Alpha
           </a>
           <span class="visually-hidden">This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught.</span>
         </abbr>
@@ -337,9 +337,9 @@ <h3 class="callout-title">Prerequisites<a class="anchor" aria-label="anchor" hre
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under 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/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -360,8 +360,8 @@ <h3 class="callout-title">Prerequisites<a class="anchor" aria-label="anchor" hre
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-  "dateModified": "2023-11-28",
-  "datePublished": "2023-11-28"
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-  "datePublished": "2023-11-28"
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+            Pre-Alpha
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+          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"><hr><li><a class="dropdown-item" href="discuss.html">Discussion</a></li><li><a class="dropdown-item" href="reference.html"></a></li>
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+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
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diff --git a/instructor/02-introduction-to-bioconductor.html b/instructor/02-introduction-to-bioconductor.html
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+            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="border-radius: 5px"></i>
+            Pre-Alpha
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 <div class="accordion-body">
 <p>The following solution includes numbers that were valid at the time
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 <div class="accordion-body">
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+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
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 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
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diff --git a/instructor/03-installing-bioconductor.html b/instructor/03-installing-bioconductor.html
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+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
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+        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="background-color: #FF4955; border-radius: 5px">
+          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #000">
+            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="border-radius: 5px"></i>
+            Pre-Alpha
           </a>
           <span class="visually-hidden">This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught.</span>
         </abbr>
@@ -73,7 +73,8 @@
           <button class="nav-link dropdown-toggle" id="navbarDropdown" data-bs-toggle="dropdown" aria-expanded="false">
             More <i data-feather="chevron-down"></i>
           </button>
-          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"></ul></li>
+          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"><hr><li><a class="dropdown-item" href="discuss.html">Discussion</a></li><li><a class="dropdown-item" href="reference.html"></a></li>
+          </ul></li>
       </ul></div>
     <form class="d-flex col-md-2 search-form">
       <fieldset disabled><input class="form-control me-2 searchbox" type="search" placeholder="Search" aria-label="Search"><button class="btn btn-outline-success tablet-search-button" type="submit">
@@ -243,7 +244,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                       <li>
                         <a href="../instructor/images.html">Extract All Images</a>
                       </li>
-                      
+                      <hr><li><a class="dropdown-item" href="discuss.html">Discussion</a></li><li><a class="dropdown-item" href="reference.html"></a></li>
                     </ul></div>
                 </div>
               </div>
@@ -730,7 +731,7 @@ <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">
 <pre><code>&gt; DF2["name1", ]
 DataFrame with 1 row and 3 columns
@@ -787,7 +788,7 @@ <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">
 <pre><code>&gt; DF3["a", ]
 DataFrame with 1 row and 3 columns
@@ -1122,9 +1123,9 @@ <h3 class="callout-title">Keypoints<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><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under 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/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -1146,7 +1147,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "identifier": "https://carpentries-incubator.github.io/bioc-project/instructor/05-s4.html",
   "dateCreated": "2020-09-14",
   "dateModified": "2023-11-21",
-  "datePublished": "2023-11-28"
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/instructor/06-biological-sequences.html b/instructor/06-biological-sequences.html
index 1cb1283a..76480eb9 100644
--- a/instructor/06-biological-sequences.html
+++ b/instructor/06-biological-sequences.html
@@ -18,10 +18,10 @@
   <div class="container-fluid top-nav-container">
     <div class="col-md-6">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><abbr class="icon" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #383838">Pre-Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="color: #FF4955; border-radius: 5px"></i>
+        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="background-color: #FF4955; border-radius: 5px">
+          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #000">
+            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="border-radius: 5px"></i>
+            Pre-Alpha
           </a>
           <span class="visually-hidden">This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught.</span>
         </abbr>
@@ -73,7 +73,8 @@
           <button class="nav-link dropdown-toggle" id="navbarDropdown" data-bs-toggle="dropdown" aria-expanded="false">
             More <i data-feather="chevron-down"></i>
           </button>
-          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"></ul></li>
+          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"><hr><li><a class="dropdown-item" href="discuss.html">Discussion</a></li><li><a class="dropdown-item" href="reference.html"></a></li>
+          </ul></li>
       </ul></div>
     <form class="d-flex col-md-2 search-form">
       <fieldset disabled><input class="form-control me-2 searchbox" type="search" placeholder="Search" aria-label="Search"><button class="btn btn-outline-success tablet-search-button" type="submit">
@@ -241,7 +242,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                       <li>
                         <a href="../instructor/images.html">Extract All Images</a>
                       </li>
-                      
+                      <hr><li><a class="dropdown-item" href="discuss.html">Discussion</a></li><li><a class="dropdown-item" href="reference.html"></a></li>
                     </ul></div>
                 </div>
               </div>
@@ -936,9 +937,9 @@ <h3 class="callout-title">Keypoints<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><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under 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/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -960,7 +961,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "identifier": "https://carpentries-incubator.github.io/bioc-project/instructor/06-biological-sequences.html",
   "dateCreated": "2020-09-14",
   "dateModified": "2023-11-21",
-  "datePublished": "2023-11-28"
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/instructor/07-genomic-ranges.html b/instructor/07-genomic-ranges.html
index c679202e..b2737a4f 100644
--- a/instructor/07-genomic-ranges.html
+++ b/instructor/07-genomic-ranges.html
@@ -18,10 +18,10 @@
   <div class="container-fluid top-nav-container">
     <div class="col-md-6">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><abbr class="icon" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #383838">Pre-Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="color: #FF4955; border-radius: 5px"></i>
+        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="background-color: #FF4955; border-radius: 5px">
+          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #000">
+            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="border-radius: 5px"></i>
+            Pre-Alpha
           </a>
           <span class="visually-hidden">This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught.</span>
         </abbr>
@@ -73,7 +73,8 @@
           <button class="nav-link dropdown-toggle" id="navbarDropdown" data-bs-toggle="dropdown" aria-expanded="false">
             More <i data-feather="chevron-down"></i>
           </button>
-          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"></ul></li>
+          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"><hr><li><a class="dropdown-item" href="discuss.html">Discussion</a></li><li><a class="dropdown-item" href="reference.html"></a></li>
+          </ul></li>
       </ul></div>
     <form class="d-flex col-md-2 search-form">
       <fieldset disabled><input class="form-control me-2 searchbox" type="search" placeholder="Search" aria-label="Search"><button class="btn btn-outline-success tablet-search-button" type="submit">
@@ -241,7 +242,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                       <li>
                         <a href="../instructor/images.html">Extract All Images</a>
                       </li>
-                      
+                      <hr><li><a class="dropdown-item" href="discuss.html">Discussion</a></li><li><a class="dropdown-item" href="reference.html"></a></li>
                     </ul></div>
                 </div>
               </div>
@@ -1407,9 +1408,9 @@ <h3 class="callout-title">Keypoints<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><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under 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/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -1431,7 +1432,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "identifier": "https://carpentries-incubator.github.io/bioc-project/instructor/07-genomic-ranges.html",
   "dateCreated": "2020-09-14",
   "dateModified": "2023-11-21",
-  "datePublished": "2023-11-28"
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/instructor/404.html b/instructor/404.html
index 688c4e76..53e3bb19 100644
--- a/instructor/404.html
+++ b/instructor/404.html
@@ -18,10 +18,10 @@
   <div class="container-fluid top-nav-container">
     <div class="col-md-6">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="https://carpentries-incubator.github.io/bioc-project/assets/images/incubator-logo.svg"><abbr class="icon" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #383838">Pre-Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="color: #FF4955; border-radius: 5px"></i>
+        <img alt="Carpentries Incubator" src="https://carpentries-incubator.github.io/bioc-project/assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="background-color: #FF4955; border-radius: 5px">
+          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #000">
+            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="border-radius: 5px"></i>
+            Pre-Alpha
           </a>
           <span class="visually-hidden">This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught.</span>
         </abbr>
@@ -305,9 +305,9 @@ <h1>Page not found</h1>
         <p>Materials licensed under <a href="https://carpentries-incubator.github.io/bioc-project/LICENSE.html" class="external-link">CC-BY 4.0</a> by the authors</p>
         
         <p><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under 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/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -328,8 +328,8 @@ <h1>Page not found</h1>
   "url": "https://carpentries-incubator.github.io/bioc-project/instructor/404.html",
   "identifier": "https://carpentries-incubator.github.io/bioc-project/instructor/404.html",
   "dateCreated": "2020-09-14",
-  "dateModified": "2023-11-28",
-  "datePublished": "2023-11-28"
+  "dateModified": "2023-12-05",
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/instructor/CODE_OF_CONDUCT.html b/instructor/CODE_OF_CONDUCT.html
index dee2d749..ce6ff034 100644
--- a/instructor/CODE_OF_CONDUCT.html
+++ b/instructor/CODE_OF_CONDUCT.html
@@ -18,10 +18,10 @@
   <div class="container-fluid top-nav-container">
     <div class="col-md-6">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><abbr class="icon" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #383838">Pre-Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="color: #FF4955; border-radius: 5px"></i>
+        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="background-color: #FF4955; border-radius: 5px">
+          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #000">
+            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="border-radius: 5px"></i>
+            Pre-Alpha
           </a>
           <span class="visually-hidden">This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught.</span>
         </abbr>
@@ -73,7 +73,8 @@
           <button class="nav-link dropdown-toggle" id="navbarDropdown" data-bs-toggle="dropdown" aria-expanded="false">
             More <i data-feather="chevron-down"></i>
           </button>
-          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"></ul></li>
+          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"><hr><li><a class="dropdown-item" href="discuss.html">Discussion</a></li><li><a class="dropdown-item" href="reference.html"></a></li>
+          </ul></li>
       </ul></div>
     <form class="d-flex col-md-2 search-form">
       <fieldset disabled><input class="form-control me-2 searchbox" type="search" placeholder="Search" aria-label="Search"><button class="btn btn-outline-success tablet-search-button" type="submit">
@@ -228,7 +229,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                       <li>
                         <a href="../instructor/images.html">Extract All Images</a>
                       </li>
-                      
+                      <hr><li><a class="dropdown-item" href="discuss.html">Discussion</a></li><li><a class="dropdown-item" href="reference.html"></a></li>
                     </ul></div>
                 </div>
               </div>
@@ -323,9 +324,9 @@ <h1>Contributor Code of Conduct</h1>
         <p>Materials licensed under <a href="../LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under 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/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -347,7 +348,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://carpentries-incubator.github.io/bioc-project/instructor/CODE_OF_CONDUCT.html",
   "dateCreated": "2020-09-14",
   "dateModified": "2023-11-21",
-  "datePublished": "2023-11-28"
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/instructor/LICENSE.html b/instructor/LICENSE.html
index a912c1d8..066d5cac 100644
--- a/instructor/LICENSE.html
+++ b/instructor/LICENSE.html
@@ -18,10 +18,10 @@
   <div class="container-fluid top-nav-container">
     <div class="col-md-6">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><abbr class="icon" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #383838">Pre-Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="color: #FF4955; border-radius: 5px"></i>
+        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="background-color: #FF4955; border-radius: 5px">
+          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #000">
+            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="border-radius: 5px"></i>
+            Pre-Alpha
           </a>
           <span class="visually-hidden">This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught.</span>
         </abbr>
@@ -73,7 +73,8 @@
           <button class="nav-link dropdown-toggle" id="navbarDropdown" data-bs-toggle="dropdown" aria-expanded="false">
             More <i data-feather="chevron-down"></i>
           </button>
-          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"></ul></li>
+          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"><hr><li><a class="dropdown-item" href="discuss.html">Discussion</a></li><li><a class="dropdown-item" href="reference.html"></a></li>
+          </ul></li>
       </ul></div>
     <form class="d-flex col-md-2 search-form">
       <fieldset disabled><input class="form-control me-2 searchbox" type="search" placeholder="Search" aria-label="Search"><button class="btn btn-outline-success tablet-search-button" type="submit">
@@ -228,7 +229,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                       <li>
                         <a href="../instructor/images.html">Extract All Images</a>
                       </li>
-                      
+                      <hr><li><a class="dropdown-item" href="discuss.html">Discussion</a></li><li><a class="dropdown-item" href="reference.html"></a></li>
                     </ul></div>
                 </div>
               </div>
@@ -375,9 +376,9 @@ <h1>Licenses</h1>
         <p>Materials licensed under <a href="../LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under 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/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -399,7 +400,7 @@ <h1>Licenses</h1>
   "identifier": "https://carpentries-incubator.github.io/bioc-project/instructor/LICENSE.html",
   "dateCreated": "2020-09-14",
   "dateModified": "2023-11-21",
-  "datePublished": "2023-11-28"
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/instructor/aio.html b/instructor/aio.html
index 9fffbee2..238e3cc2 100644
--- a/instructor/aio.html
+++ b/instructor/aio.html
@@ -33,10 +33,10 @@
   <div class="container-fluid top-nav-container">
     <div class="col-md-6">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><abbr class="icon" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #383838">Pre-Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="color: #FF4955; border-radius: 5px"></i>
+        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="background-color: #FF4955; border-radius: 5px">
+          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #000">
+            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="border-radius: 5px"></i>
+            Pre-Alpha
           </a>
           <span class="visually-hidden">This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught.</span>
         </abbr>
@@ -92,7 +92,11 @@
           <button class="nav-link dropdown-toggle" id="navbarDropdown" data-bs-toggle="dropdown" aria-expanded="false">
             More <i data-feather="chevron-down"></i>
           </button>
-          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"></ul>
+          <ul class="dropdown-menu" aria-labelledby="navbarDropdown">
+<hr>
+<li><a class="dropdown-item" href="discuss.html">Discussion</a></li>
+<li><a class="dropdown-item" href="reference.html"></a></li>
+          </ul>
 </li>
       </ul>
 </div>
@@ -284,7 +288,9 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                       <li>
                         <a href="../instructor/images.html">Extract All Images</a>
                       </li>
-                      
+                      <hr>
+<li><a class="dropdown-item" href="discuss.html">Discussion</a></li>
+<li><a class="dropdown-item" href="reference.html"></a></li>
                     </ul>
 </div>
                 </div>
@@ -673,7 +679,7 @@ <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>The following solution includes numbers that were valid at the time
 of writing (Bioconductor release 3.13); numbers will inevitably be
@@ -753,7 +759,7 @@ <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">
 <ol style="list-style-type: decimal">
 <li>
@@ -2345,7 +2351,7 @@ <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">
 <pre><code>&gt; DF2["name1", ]
 DataFrame with 1 row and 3 columns
@@ -2402,7 +2408,7 @@ <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">
 <pre><code>&gt; DF3["a", ]
 DataFrame with 1 row and 3 columns
@@ -4491,9 +4497,9 @@ <h3 class="callout-title">Keypoints<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><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under 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/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer>
 </div> <!-- / div.container -->
@@ -4515,8 +4521,8 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "url": "https://carpentries-incubator.github.io/bioc-project/instructor/aio.html",
   "identifier": "https://carpentries-incubator.github.io/bioc-project/instructor/aio.html",
   "dateCreated": "2020-09-14",
-  "dateModified": "2023-11-28",
-  "datePublished": "2023-11-28"
+  "dateModified": "2023-12-05",
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/instructor/discuss.html b/instructor/discuss.html
index 85a3146a..a8728059 100644
--- a/instructor/discuss.html
+++ b/instructor/discuss.html
@@ -18,10 +18,10 @@
   <div class="container-fluid top-nav-container">
     <div class="col-md-6">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><abbr class="icon" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #383838">Pre-Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="color: #FF4955; border-radius: 5px"></i>
+        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="background-color: #FF4955; border-radius: 5px">
+          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #000">
+            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="border-radius: 5px"></i>
+            Pre-Alpha
           </a>
           <span class="visually-hidden">This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught.</span>
         </abbr>
@@ -73,7 +73,8 @@
           <button class="nav-link dropdown-toggle" id="navbarDropdown" data-bs-toggle="dropdown" aria-expanded="false">
             More <i data-feather="chevron-down"></i>
           </button>
-          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"></ul></li>
+          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"><hr><li><a class="dropdown-item" href="discuss.html">Discussion</a></li><li><a class="dropdown-item" href="reference.html"></a></li>
+          </ul></li>
       </ul></div>
     <form class="d-flex col-md-2 search-form">
       <fieldset disabled><input class="form-control me-2 searchbox" type="search" placeholder="Search" aria-label="Search"><button class="btn btn-outline-success tablet-search-button" type="submit">
@@ -228,7 +229,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                       <li>
                         <a href="../instructor/images.html">Extract All Images</a>
                       </li>
-                      
+                      <hr><li><a class="dropdown-item" href="discuss.html">Discussion</a></li><li><a class="dropdown-item" href="reference.html"></a></li>
                     </ul></div>
                 </div>
               </div>
@@ -473,9 +474,9 @@ <h3 id="transition-between-devel-and-release---the-release-process">Transition b
         <p>Materials licensed under <a href="../LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under 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/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -497,7 +498,7 @@ <h3 id="transition-between-devel-and-release---the-release-process">Transition b
   "identifier": "https://carpentries-incubator.github.io/bioc-project/instructor/discuss.html",
   "dateCreated": "2020-09-14",
   "dateModified": "2023-11-21",
-  "datePublished": "2023-11-28"
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/instructor/images.html b/instructor/images.html
index d04103b6..2b043523 100644
--- a/instructor/images.html
+++ b/instructor/images.html
@@ -33,10 +33,10 @@
   <div class="container-fluid top-nav-container">
     <div class="col-md-6">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><abbr class="icon" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #383838">Pre-Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="color: #FF4955; border-radius: 5px"></i>
+        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="background-color: #FF4955; border-radius: 5px">
+          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #000">
+            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="border-radius: 5px"></i>
+            Pre-Alpha
           </a>
           <span class="visually-hidden">This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught.</span>
         </abbr>
@@ -92,7 +92,11 @@
           <button class="nav-link dropdown-toggle" id="navbarDropdown" data-bs-toggle="dropdown" aria-expanded="false">
             More <i data-feather="chevron-down"></i>
           </button>
-          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"></ul>
+          <ul class="dropdown-menu" aria-labelledby="navbarDropdown">
+<hr>
+<li><a class="dropdown-item" href="discuss.html">Discussion</a></li>
+<li><a class="dropdown-item" href="reference.html"></a></li>
+          </ul>
 </li>
       </ul>
 </div>
@@ -284,7 +288,9 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                       <li>
                         <a href="../instructor/images.html">Extract All Images</a>
                       </li>
-                      
+                      <hr>
+<li><a class="dropdown-item" href="discuss.html">Discussion</a></li>
+<li><a class="dropdown-item" href="reference.html"></a></li>
                     </ul>
 </div>
                 </div>
@@ -382,9 +388,9 @@ <h3 id="07-genomic-ranges-figure-3">Figure 3</h3>
         <p>Materials licensed under <a href="../LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under 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/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer>
 </div> <!-- / div.container -->
@@ -406,8 +412,8 @@ <h3 id="07-genomic-ranges-figure-3">Figure 3</h3>
   "url": "https://carpentries-incubator.github.io/bioc-project/instructor/images.html",
   "identifier": "https://carpentries-incubator.github.io/bioc-project/instructor/images.html",
   "dateCreated": "2020-09-14",
-  "dateModified": "2023-11-28",
-  "datePublished": "2023-11-28"
+  "dateModified": "2023-12-05",
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/instructor/index.html b/instructor/index.html
index 4f25e6e3..f55cdced 100644
--- a/instructor/index.html
+++ b/instructor/index.html
@@ -18,10 +18,10 @@
   <div class="container-fluid top-nav-container">
     <div class="col-md-6">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><abbr class="icon" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #383838">Pre-Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="color: #FF4955; border-radius: 5px"></i>
+        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="background-color: #FF4955; border-radius: 5px">
+          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #000">
+            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="border-radius: 5px"></i>
+            Pre-Alpha
           </a>
           <span class="visually-hidden">This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught.</span>
         </abbr>
@@ -73,7 +73,8 @@
           <button class="nav-link dropdown-toggle" id="navbarDropdown" data-bs-toggle="dropdown" aria-expanded="false">
             More <i data-feather="chevron-down"></i>
           </button>
-          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"></ul></li>
+          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"><hr><li><a class="dropdown-item" href="discuss.html">Discussion</a></li><li><a class="dropdown-item" href="reference.html"></a></li>
+          </ul></li>
       </ul></div>
     <form class="d-flex col-md-2 search-form">
       <fieldset disabled><input class="form-control me-2 searchbox" type="search" placeholder="Search" aria-label="Search"><button class="btn btn-outline-success tablet-search-button" type="submit">
@@ -232,7 +233,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                       <li>
                         <a href="../instructor/images.html">Extract All Images</a>
                       </li>
-                      
+                      <hr><li><a class="dropdown-item" href="discuss.html">Discussion</a></li><li><a class="dropdown-item" href="reference.html"></a></li>
                     </ul></div>
                 </div>
               </div>
@@ -432,9 +433,9 @@ <h3 class="callout-title">Prerequisites<a class="anchor" aria-label="anchor" hre
         <p>Materials licensed under <a href="../LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under 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/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -455,8 +456,8 @@ <h3 class="callout-title">Prerequisites<a class="anchor" aria-label="anchor" hre
   "url": "https://carpentries-incubator.github.io/bioc-project/instructor/index.html",
   "identifier": "https://carpentries-incubator.github.io/bioc-project/instructor/index.html",
   "dateCreated": "2020-09-14",
-  "dateModified": "2023-11-28",
-  "datePublished": "2023-11-28"
+  "dateModified": "2023-12-05",
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/instructor/instructor-notes.html b/instructor/instructor-notes.html
index 36266327..7680b58e 100644
--- a/instructor/instructor-notes.html
+++ b/instructor/instructor-notes.html
@@ -33,10 +33,10 @@
   <div class="container-fluid top-nav-container">
     <div class="col-md-6">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><abbr class="icon" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #383838">Pre-Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="color: #FF4955; border-radius: 5px"></i>
+        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="background-color: #FF4955; border-radius: 5px">
+          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #000">
+            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="border-radius: 5px"></i>
+            Pre-Alpha
           </a>
           <span class="visually-hidden">This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught.</span>
         </abbr>
@@ -92,7 +92,11 @@
           <button class="nav-link dropdown-toggle" id="navbarDropdown" data-bs-toggle="dropdown" aria-expanded="false">
             More <i data-feather="chevron-down"></i>
           </button>
-          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"></ul>
+          <ul class="dropdown-menu" aria-labelledby="navbarDropdown">
+<hr>
+<li><a class="dropdown-item" href="discuss.html">Discussion</a></li>
+<li><a class="dropdown-item" href="reference.html"></a></li>
+          </ul>
 </li>
       </ul>
 </div>
@@ -284,7 +288,9 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                       <li>
                         <a href="../instructor/images.html">Extract All Images</a>
                       </li>
-                      
+                      <hr>
+<li><a class="dropdown-item" href="discuss.html">Discussion</a></li>
+<li><a class="dropdown-item" href="reference.html"></a></li>
                     </ul>
 </div>
                 </div>
@@ -362,9 +368,9 @@ <h1>Instructor Notes</h1>
         <p>Materials licensed under <a href="../LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under 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/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer>
 </div> <!-- / div.container -->
@@ -386,8 +392,8 @@ <h1>Instructor Notes</h1>
   "url": "https://carpentries-incubator.github.io/bioc-project/instructor/instructor-notes.html",
   "identifier": "https://carpentries-incubator.github.io/bioc-project/instructor/instructor-notes.html",
   "dateCreated": "2020-09-14",
-  "dateModified": "2023-11-28",
-  "datePublished": "2023-11-28"
+  "dateModified": "2023-12-05",
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/instructor/key-points.html b/instructor/key-points.html
index 7e27c33d..e196c52f 100644
--- a/instructor/key-points.html
+++ b/instructor/key-points.html
@@ -33,10 +33,10 @@
   <div class="container-fluid top-nav-container">
     <div class="col-md-6">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><abbr class="icon" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #383838">Pre-Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="color: #FF4955; border-radius: 5px"></i>
+        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="background-color: #FF4955; border-radius: 5px">
+          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #000">
+            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="border-radius: 5px"></i>
+            Pre-Alpha
           </a>
           <span class="visually-hidden">This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught.</span>
         </abbr>
@@ -92,7 +92,11 @@
           <button class="nav-link dropdown-toggle" id="navbarDropdown" data-bs-toggle="dropdown" aria-expanded="false">
             More <i data-feather="chevron-down"></i>
           </button>
-          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"></ul>
+          <ul class="dropdown-menu" aria-labelledby="navbarDropdown">
+<hr>
+<li><a class="dropdown-item" href="discuss.html">Discussion</a></li>
+<li><a class="dropdown-item" href="reference.html"></a></li>
+          </ul>
 </li>
       </ul>
 </div>
@@ -284,7 +288,9 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                       <li>
                         <a href="../instructor/images.html">Extract All Images</a>
                       </li>
-                      
+                      <hr>
+<li><a class="dropdown-item" href="discuss.html">Discussion</a></li>
+<li><a class="dropdown-item" href="reference.html"></a></li>
                     </ul>
 </div>
                 </div>
@@ -426,9 +432,9 @@ <h2 class="accordion-header" id="flush-headingTwelve">
         <p>Materials licensed under <a href="../LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under 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/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer>
 </div> <!-- / div.container -->
@@ -450,8 +456,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://carpentries-incubator.github.io/bioc-project/instructor/key-points.html",
   "identifier": "https://carpentries-incubator.github.io/bioc-project/instructor/key-points.html",
   "dateCreated": "2020-09-14",
-  "dateModified": "2023-11-28",
-  "datePublished": "2023-11-28"
+  "dateModified": "2023-12-05",
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/instructor/profiles.html b/instructor/profiles.html
index c7b95e0c..048ffafb 100644
--- a/instructor/profiles.html
+++ b/instructor/profiles.html
@@ -18,10 +18,10 @@
   <div class="container-fluid top-nav-container">
     <div class="col-md-6">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><abbr class="icon" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #383838">Pre-Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="color: #FF4955; border-radius: 5px"></i>
+        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="background-color: #FF4955; border-radius: 5px">
+          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #000">
+            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="border-radius: 5px"></i>
+            Pre-Alpha
           </a>
           <span class="visually-hidden">This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught.</span>
         </abbr>
@@ -73,7 +73,8 @@
           <button class="nav-link dropdown-toggle" id="navbarDropdown" data-bs-toggle="dropdown" aria-expanded="false">
             More <i data-feather="chevron-down"></i>
           </button>
-          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"></ul></li>
+          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"><hr><li><a class="dropdown-item" href="discuss.html">Discussion</a></li><li><a class="dropdown-item" href="reference.html"></a></li>
+          </ul></li>
       </ul></div>
     <form class="d-flex col-md-2 search-form">
       <fieldset disabled><input class="form-control me-2 searchbox" type="search" placeholder="Search" aria-label="Search"><button class="btn btn-outline-success tablet-search-button" type="submit">
@@ -228,7 +229,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                       <li>
                         <a href="../instructor/images.html">Extract All Images</a>
                       </li>
-                      
+                      <hr><li><a class="dropdown-item" href="discuss.html">Discussion</a></li><li><a class="dropdown-item" href="reference.html"></a></li>
                     </ul></div>
                 </div>
               </div>
@@ -273,9 +274,9 @@ <h1>Learner Profiles</h1>
         <p>Materials licensed under <a href="../LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under 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/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -296,8 +297,8 @@ <h1>Learner Profiles</h1>
   "url": "https://carpentries-incubator.github.io/bioc-project/instructor/profiles.html",
   "identifier": "https://carpentries-incubator.github.io/bioc-project/instructor/profiles.html",
   "dateCreated": "2020-09-14",
-  "dateModified": "2023-11-28",
-  "datePublished": "2023-11-28"
+  "dateModified": "2023-12-05",
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/instructor/reference.html b/instructor/reference.html
index e5027465..8f77a58b 100644
--- a/instructor/reference.html
+++ b/instructor/reference.html
@@ -18,10 +18,10 @@
   <div class="container-fluid top-nav-container">
     <div class="col-md-6">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><abbr class="icon" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #383838">Pre-Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="color: #FF4955; border-radius: 5px"></i>
+        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="background-color: #FF4955; border-radius: 5px">
+          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #000">
+            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="border-radius: 5px"></i>
+            Pre-Alpha
           </a>
           <span class="visually-hidden">This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught.</span>
         </abbr>
@@ -73,7 +73,8 @@
           <button class="nav-link dropdown-toggle" id="navbarDropdown" data-bs-toggle="dropdown" aria-expanded="false">
             More <i data-feather="chevron-down"></i>
           </button>
-          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"></ul></li>
+          <ul class="dropdown-menu" aria-labelledby="navbarDropdown"><hr><li><a class="dropdown-item" href="discuss.html">Discussion</a></li><li><a class="dropdown-item" href="reference.html"></a></li>
+          </ul></li>
       </ul></div>
     <form class="d-flex col-md-2 search-form">
       <fieldset disabled><input class="form-control me-2 searchbox" type="search" placeholder="Search" aria-label="Search"><button class="btn btn-outline-success tablet-search-button" type="submit">
@@ -228,7 +229,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
                       <li>
                         <a href="../instructor/images.html">Extract All Images</a>
                       </li>
-                      
+                      <hr><li><a class="dropdown-item" href="discuss.html">Discussion</a></li><li><a class="dropdown-item" href="reference.html"></a></li>
                     </ul></div>
                 </div>
               </div>
@@ -402,9 +403,9 @@ <h1></h1>
         <p>Materials licensed under <a href="../LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under 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/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -426,7 +427,7 @@ <h1></h1>
   "identifier": "https://carpentries-incubator.github.io/bioc-project/instructor/reference.html",
   "dateCreated": "2020-09-14",
   "dateModified": "2023-11-21",
-  "datePublished": "2023-11-28"
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/key-points.html b/key-points.html
index d4cf8209..a26d6711 100644
--- a/key-points.html
+++ b/key-points.html
@@ -33,10 +33,10 @@
   <div class="container-fluid top-nav-container">
     <div class="col-md-6">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="icon" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #383838">Pre-Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="color: #FF4955; border-radius: 5px"></i>
+        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="background-color: #FF4955; border-radius: 5px">
+          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #000">
+            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="border-radius: 5px"></i>
+            Pre-Alpha
           </a>
           <span class="visually-hidden">This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught.</span>
         </abbr>
@@ -430,9 +430,9 @@ <h2 class="accordion-header" id="flush-headingTwelve">
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under 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/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer>
 </div> <!-- / div.container -->
@@ -454,8 +454,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://carpentries-incubator.github.io/bioc-project/key-points.html",
   "identifier": "https://carpentries-incubator.github.io/bioc-project/key-points.html",
   "dateCreated": "2020-09-14",
-  "dateModified": "2023-11-28",
-  "datePublished": "2023-11-28"
+  "dateModified": "2023-12-05",
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/pkgdown.yml b/pkgdown.yml
index b0611d05..4c9ed43e 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -2,5 +2,5 @@ pandoc: 2.19.2
 pkgdown: 2.0.7
 pkgdown_sha: ~
 articles: {}
-last_built: 2023-11-28T01:08Z
+last_built: 2023-12-05T01:08Z
 
diff --git a/profiles.html b/profiles.html
index ad98dd82..1210c435 100644
--- a/profiles.html
+++ b/profiles.html
@@ -18,10 +18,10 @@
   <div class="container-fluid top-nav-container">
     <div class="col-md-6">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="icon" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #383838">Pre-Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="color: #FF4955; border-radius: 5px"></i>
+        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="background-color: #FF4955; border-radius: 5px">
+          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #000">
+            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="border-radius: 5px"></i>
+            Pre-Alpha
           </a>
           <span class="visually-hidden">This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught.</span>
         </abbr>
@@ -274,9 +274,9 @@ <h1>Learner Profiles</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under 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/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -297,8 +297,8 @@ <h1>Learner Profiles</h1>
   "url": "https://carpentries-incubator.github.io/bioc-project/profiles.html",
   "identifier": "https://carpentries-incubator.github.io/bioc-project/profiles.html",
   "dateCreated": "2020-09-14",
-  "dateModified": "2023-11-28",
-  "datePublished": "2023-11-28"
+  "dateModified": "2023-12-05",
+  "datePublished": "2023-12-05"
 }
 
   </script><script>
diff --git a/reference.html b/reference.html
index b4aedff2..08c3da28 100644
--- a/reference.html
+++ b/reference.html
@@ -18,10 +18,10 @@
   <div class="container-fluid top-nav-container">
     <div class="col-md-6">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="icon" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #383838">Pre-Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="color: #FF4955; border-radius: 5px"></i>
+        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"><abbr class="badge badge-light" title="This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught." style="background-color: #FF4955; border-radius: 5px">
+          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#early-development-pre-alpha-through-alpha" class="external-link alert-link" style="color: #000">
+            <i aria-hidden="true" class="icon" data-feather="alert-octagon" style="border-radius: 5px"></i>
+            Pre-Alpha
           </a>
           <span class="visually-hidden">This lesson is in the pre-alpha phase, which means that it is in early development, but has not yet been taught.</span>
         </abbr>
@@ -401,9 +401,9 @@ <h1></h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p><a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">Template licensed under 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/0.14.1" class="external-link">sandpaper (0.14.1)</a>,
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.15.0" class="external-link">sandpaper (0.15.0)</a>,
         <a href="https://github.com/carpentries/pegboard/tree/0.7.3" class="external-link">pegboard (0.7.3)</a>,
-      and <a href="https://github.com/carpentries/varnish/tree/0.3.3" class="external-link">varnish (0.3.3)</a>.</p>
+      and <a href="https://github.com/carpentries/varnish/tree/0.4.0" class="external-link">varnish (0.4.0)</a>.</p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -425,7 +425,7 @@ <h1></h1>
   "identifier": "https://carpentries-incubator.github.io/bioc-project/reference.html",
   "dateCreated": "2020-09-14",
   "dateModified": "2023-11-21",
-  "datePublished": "2023-11-28"
+  "datePublished": "2023-12-05"
 }
 
   </script><script>