diff --git a/404.html b/404.html
index 42b67f0c..a1df0e57 100644
--- a/404.html
+++ b/404.html
@@ -420,8 +420,8 @@ <h1>Page not found</h1>
   "url": "https://carpentries-incubator.github.io/targets-workshop/404.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/404.html",
   "dateCreated": "2024-12-13",
-  "dateModified": "2024-12-13",
-  "datePublished": "2024-12-13"
+  "dateModified": "2024-12-17",
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index b1b7f871..57662945 100644
--- a/CODE_OF_CONDUCT.html
+++ b/CODE_OF_CONDUCT.html
@@ -435,7 +435,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/CODE_OF_CONDUCT.html",
   "dateCreated": "2024-12-13",
   "dateModified": "2024-12-13",
-  "datePublished": "2024-12-13"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/LICENSE.html b/LICENSE.html
index e95317c5..2ada37d9 100644
--- a/LICENSE.html
+++ b/LICENSE.html
@@ -483,7 +483,7 @@ <h1>Licenses</h1>
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/LICENSE.html",
   "dateCreated": "2024-12-13",
   "dateModified": "2024-12-13",
-  "datePublished": "2024-12-13"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/aio.html b/aio.html
index 7894d5e0..34ab2814 100644
--- a/aio.html
+++ b/aio.html
@@ -1276,7 +1276,7 @@ <h3 class="callout-title">Challenge 1: Inspect the output</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <p>With <code>tar_read(penguins_data)</code> or by running
 <code>tar_load(penguins_data)</code> followed by
@@ -1374,7 +1374,7 @@ <h3 class="callout-title">Challenge 2: What else can the visualization tell us?<
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2"> Show me the solution </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <p>Light blue indicates the target is out of date.</p>
 <p>Depending on how you modified the code, any or all of the targets may
@@ -3089,7 +3089,7 @@ <h3 class="callout-title">Challenge: Add model predictions to the workflow</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <p>Define the new function as <code>augment_with_mod_name()</code>. It
 is the same as <code>glance_with_mod_name()</code>, but use
@@ -3184,7 +3184,7 @@ <h3 class="callout-title">Challenge: What other kinds of patterns are there?</h3
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2"> Show me the solution </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <p>Some other ways of applying branching patterns include:</p>
 <ul>
@@ -3718,7 +3718,7 @@ <h3 class="callout-title">Challenge: Spot the dynamic contents</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <ul>
 <li><p>In the code chunk labeled <code>results-stats</code>, statistics
@@ -3818,8 +3818,8 @@ <h3 class="callout-title">Key Points</h3>
   "url": "https://carpentries-incubator.github.io/targets-workshop/aio.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/aio.html",
   "dateCreated": "2024-12-13",
-  "dateModified": "2024-12-13",
-  "datePublished": "2024-12-13"
+  "dateModified": "2024-12-17",
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/basic-targets.html b/basic-targets.html
index 6b39825f..b199dad4 100644
--- a/basic-targets.html
+++ b/basic-targets.html
@@ -786,7 +786,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/basic-targets.html",
   "dateCreated": "2024-12-13",
   "dateModified": "2024-12-13",
-  "datePublished": "2024-12-13"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/branch.html b/branch.html
index f7d277d0..c7862fe8 100644
--- a/branch.html
+++ b/branch.html
@@ -851,7 +851,7 @@ <h3 class="callout-title">Challenge: Add model predictions to the workflow</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <p>Define the new function as <code>augment_with_mod_name()</code>. It
 is the same as <code>glance_with_mod_name()</code>, but use
@@ -946,7 +946,7 @@ <h3 class="callout-title">Challenge: What other kinds of patterns are there?</h3
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2"> Show me the solution </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <p>Some other ways of applying branching patterns include:</p>
 <ul><li>crossing: one branch per combination of elements
@@ -1040,7 +1040,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/branch.html",
   "dateCreated": "2024-12-13",
   "dateModified": "2024-12-13",
-  "datePublished": "2024-12-13"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/cache.html b/cache.html
index 071675b6..7199d3a4 100644
--- a/cache.html
+++ b/cache.html
@@ -597,7 +597,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/cache.html",
   "dateCreated": "2024-12-13",
   "dateModified": "2024-12-13",
-  "datePublished": "2024-12-13"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/files.html b/files.html
index 5db9d4aa..dffaa405 100644
--- a/files.html
+++ b/files.html
@@ -821,7 +821,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/files.html",
   "dateCreated": "2024-12-13",
   "dateModified": "2024-12-13",
-  "datePublished": "2024-12-13"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/images.html b/images.html
index 09dcced1..ad8c2b31 100644
--- a/images.html
+++ b/images.html
@@ -497,8 +497,8 @@ <h3 id="quarto-figure-1">Figure 1</h3>
   "url": "https://carpentries-incubator.github.io/targets-workshop/images.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/images.html",
   "dateCreated": "2024-12-13",
-  "dateModified": "2024-12-13",
-  "datePublished": "2024-12-13"
+  "dateModified": "2024-12-17",
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/index.html b/index.html
index 1754a084..7cccc517 100644
--- a/index.html
+++ b/index.html
@@ -453,8 +453,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
   "url": "https://carpentries-incubator.github.io/targets-workshop/index.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/index.html",
   "dateCreated": "2024-12-13",
-  "dateModified": "2024-12-13",
-  "datePublished": "2024-12-13"
+  "dateModified": "2024-12-17",
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/instructor-notes.html b/instructor-notes.html
index ca992241..13a9ea04 100644
--- a/instructor-notes.html
+++ b/instructor-notes.html
@@ -481,8 +481,8 @@ <h1>Instructor Notes</h1>
   "url": "https://carpentries-incubator.github.io/targets-workshop/instructor-notes.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/instructor-notes.html",
   "dateCreated": "2024-12-13",
-  "dateModified": "2024-12-13",
-  "datePublished": "2024-12-13"
+  "dateModified": "2024-12-17",
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/instructor/404.html b/instructor/404.html
index 5e0e3c3b..c50d38a5 100644
--- a/instructor/404.html
+++ b/instructor/404.html
@@ -420,8 +420,8 @@ <h1>Page not found</h1>
   "url": "https://carpentries-incubator.github.io/targets-workshop/instructor/404.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/instructor/404.html",
   "dateCreated": "2024-12-13",
-  "dateModified": "2024-12-13",
-  "datePublished": "2024-12-13"
+  "dateModified": "2024-12-17",
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/instructor/CODE_OF_CONDUCT.html b/instructor/CODE_OF_CONDUCT.html
index 579878f7..99ab4a74 100644
--- a/instructor/CODE_OF_CONDUCT.html
+++ b/instructor/CODE_OF_CONDUCT.html
@@ -437,7 +437,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/instructor/CODE_OF_CONDUCT.html",
   "dateCreated": "2024-12-13",
   "dateModified": "2024-12-13",
-  "datePublished": "2024-12-13"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/instructor/LICENSE.html b/instructor/LICENSE.html
index fc79d45c..32d7f0c8 100644
--- a/instructor/LICENSE.html
+++ b/instructor/LICENSE.html
@@ -485,7 +485,7 @@ <h1>Licenses</h1>
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/instructor/LICENSE.html",
   "dateCreated": "2024-12-13",
   "dateModified": "2024-12-13",
-  "datePublished": "2024-12-13"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/instructor/aio.html b/instructor/aio.html
index 2bb3d08c..efaa69a2 100644
--- a/instructor/aio.html
+++ b/instructor/aio.html
@@ -458,7 +458,7 @@ <h3 class="card-title">Objectives</h3>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor1" aria-expanded="false" aria-controls="collapseInstructor1">
   <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
 <div class="accordion-body">
 <p>Episode summary: Introduce the idea of reproducibility and why / who
 would want to use <code>targets</code></p>
@@ -1036,7 +1036,7 @@ <h3 class="card-title">Objectives</h3>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor1" aria-expanded="false" aria-controls="collapseInstructor1">
   <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
 <div class="accordion-body">
 <p>Episode summary: Show how to get at the objects that we built</p>
 </div>
@@ -1066,7 +1066,7 @@ <h3 class="code-label">ERROR<i aria-hidden="true" data-feather="chevron-left"></
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor2" aria-expanded="false" aria-controls="collapseInstructor2">
   <h3 class="accordion-header" id="headingInstructor2">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor2" class="accordion-collapse collapse" aria-labelledby="headingInstructor2" data-bs-parent="#accordionInstructor2">
+<div id="collapseInstructor2" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor2" aria-labelledby="headingInstructor2">
 <div class="accordion-body">
 <ul>
 <li>To reinforce the concept of <code>targets</code> running in a
@@ -1248,7 +1248,7 @@ <h3 class="card-title">Objectives</h3>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor1" aria-expanded="false" aria-controls="collapseInstructor1">
   <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
 <div class="accordion-body">
 <p>Episode summary: Demonstrate typical cycle of running
 <code>targets</code>: make, inspect, adjust, make…</p>
@@ -1349,7 +1349,7 @@ <h3 class="callout-title">Challenge 1: Inspect the output</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <p>With <code>tar_read(penguins_data)</code> or by running
 <code>tar_load(penguins_data)</code> followed by
@@ -1447,7 +1447,7 @@ <h3 class="callout-title">Challenge 2: What else can the visualization tell us?<
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2"> Show me the solution </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <p>Light blue indicates the target is out of date.</p>
 <p>Depending on how you modified the code, any or all of the targets may
@@ -1668,7 +1668,7 @@ <h3 class="card-title">Objectives</h3>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor1" aria-expanded="false" aria-controls="collapseInstructor1">
   <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
 <div class="accordion-body">
 <p>Episode summary: Demonstrate best-practices for project
 organization</p>
@@ -1976,7 +1976,7 @@ <h3 class="card-title">Objectives</h3>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor1" aria-expanded="false" aria-controls="collapseInstructor1">
   <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
 <div class="accordion-body">
 <p>Episode summary: Show how to load packages and maintain package
 versions</p>
@@ -2747,7 +2747,7 @@ <h3 class="card-title">Objectives</h3>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor1" aria-expanded="false" aria-controls="collapseInstructor1">
   <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
 <div class="accordion-body">
 <p>Episode summary: Show how to use branching</p>
 </div>
@@ -3216,7 +3216,7 @@ <h3 class="callout-title">Challenge: Add model predictions to the workflow</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <p>Define the new function as <code>augment_with_mod_name()</code>. It
 is the same as <code>glance_with_mod_name()</code>, but use
@@ -3311,7 +3311,7 @@ <h3 class="callout-title">Challenge: What other kinds of patterns are there?</h3
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2"> Show me the solution </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <p>Some other ways of applying branching patterns include:</p>
 <ul>
@@ -3658,7 +3658,7 @@ <h3 class="card-title">Objectives</h3>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor1" aria-expanded="false" aria-controls="collapseInstructor1">
   <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
 <div class="accordion-body">
 <p>Episode summary: Show how to write reports with Quarto</p>
 </div>
@@ -3871,7 +3871,7 @@ <h3 class="callout-title">Challenge: Spot the dynamic contents</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <ul>
 <li><p>In the code chunk labeled <code>results-stats</code>, statistics
@@ -3971,8 +3971,8 @@ <h3 class="callout-title">Key Points</h3>
   "url": "https://carpentries-incubator.github.io/targets-workshop/instructor/aio.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/instructor/aio.html",
   "dateCreated": "2024-12-13",
-  "dateModified": "2024-12-13",
-  "datePublished": "2024-12-13"
+  "dateModified": "2024-12-17",
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/instructor/basic-targets.html b/instructor/basic-targets.html
index 8d448138..1eb98665 100644
--- a/instructor/basic-targets.html
+++ b/instructor/basic-targets.html
@@ -800,7 +800,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/instructor/basic-targets.html",
   "dateCreated": "2024-12-13",
   "dateModified": "2024-12-13",
-  "datePublished": "2024-12-13"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/instructor/branch.html b/instructor/branch.html
index 57d9d37a..5a663854 100644
--- a/instructor/branch.html
+++ b/instructor/branch.html
@@ -405,7 +405,7 @@ <h3 class="card-title">Objectives</h3>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor1" aria-expanded="false" aria-controls="collapseInstructor1">
   <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
 <div class="accordion-body">
 <p>Episode summary: Show how to use branching</p>
 </div>
@@ -864,7 +864,7 @@ <h3 class="callout-title">Challenge: Add model predictions to the workflow</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <p>Define the new function as <code>augment_with_mod_name()</code>. It
 is the same as <code>glance_with_mod_name()</code>, but use
@@ -959,7 +959,7 @@ <h3 class="callout-title">Challenge: What other kinds of patterns are there?</h3
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2"> Show me the solution </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <p>Some other ways of applying branching patterns include:</p>
 <ul><li>crossing: one branch per combination of elements
@@ -1053,7 +1053,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/instructor/branch.html",
   "dateCreated": "2024-12-13",
   "dateModified": "2024-12-13",
-  "datePublished": "2024-12-13"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/instructor/cache.html b/instructor/cache.html
index 6a8270ba..98cec78d 100644
--- a/instructor/cache.html
+++ b/instructor/cache.html
@@ -409,7 +409,7 @@ <h3 class="card-title">Objectives</h3>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor1" aria-expanded="false" aria-controls="collapseInstructor1">
   <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
 <div class="accordion-body">
 <p>Episode summary: Show how to get at the objects that we built</p>
 </div>
@@ -437,7 +437,7 @@ <h3 class="code-label">ERROR<i aria-hidden="true" data-feather="chevron-left"></
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor2" aria-expanded="false" aria-controls="collapseInstructor2">
   <h3 class="accordion-header" id="headingInstructor2">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor2" class="accordion-collapse collapse" aria-labelledby="headingInstructor2" data-bs-parent="#accordionInstructor2">
+<div id="collapseInstructor2" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor2" aria-labelledby="headingInstructor2">
 <div class="accordion-body">
 <ul><li>To reinforce the concept of <code>targets</code> running in a
 separate R session, you may want to pretend trying to run
@@ -624,7 +624,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/instructor/cache.html",
   "dateCreated": "2024-12-13",
   "dateModified": "2024-12-13",
-  "datePublished": "2024-12-13"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/instructor/files.html b/instructor/files.html
index 2cb25548..93277364 100644
--- a/instructor/files.html
+++ b/instructor/files.html
@@ -834,7 +834,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/instructor/files.html",
   "dateCreated": "2024-12-13",
   "dateModified": "2024-12-13",
-  "datePublished": "2024-12-13"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/instructor/images.html b/instructor/images.html
index 3298c597..e5c7e26c 100644
--- a/instructor/images.html
+++ b/instructor/images.html
@@ -499,8 +499,8 @@ <h3 id="quarto-figure-1">Figure 1</h3>
   "url": "https://carpentries-incubator.github.io/targets-workshop/instructor/images.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/instructor/images.html",
   "dateCreated": "2024-12-13",
-  "dateModified": "2024-12-13",
-  "datePublished": "2024-12-13"
+  "dateModified": "2024-12-17",
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/instructor/index.html b/instructor/index.html
index 51f73788..f52ed7cb 100644
--- a/instructor/index.html
+++ b/instructor/index.html
@@ -559,8 +559,8 @@ <h3 class="code-label">R<i aria-hidden="true" data-feather="chevron-left"></i><i
   "url": "https://carpentries-incubator.github.io/targets-workshop/instructor/index.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/instructor/index.html",
   "dateCreated": "2024-12-13",
-  "dateModified": "2024-12-13",
-  "datePublished": "2024-12-13"
+  "dateModified": "2024-12-17",
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/instructor/instructor-notes.html b/instructor/instructor-notes.html
index 378a4d2e..b3ec1a28 100644
--- a/instructor/instructor-notes.html
+++ b/instructor/instructor-notes.html
@@ -568,8 +568,8 @@ <h3 id="quarto-headingInstructor1">
   "url": "https://carpentries-incubator.github.io/targets-workshop/instructor/instructor-notes.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/instructor/instructor-notes.html",
   "dateCreated": "2024-12-13",
-  "dateModified": "2024-12-13",
-  "datePublished": "2024-12-13"
+  "dateModified": "2024-12-17",
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/instructor/introduction.html b/instructor/introduction.html
index 37589dad..250e5124 100644
--- a/instructor/introduction.html
+++ b/instructor/introduction.html
@@ -409,7 +409,7 @@ <h3 class="card-title">Objectives</h3>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor1" aria-expanded="false" aria-controls="collapseInstructor1">
   <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
 <div class="accordion-body">
 <p>Episode summary: Introduce the idea of reproducibility and why / who
 would want to use <code>targets</code></p>
@@ -595,7 +595,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/instructor/introduction.html",
   "dateCreated": "2024-12-13",
   "dateModified": "2024-12-13",
-  "datePublished": "2024-12-13"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/instructor/key-points.html b/instructor/key-points.html
index a090c4c7..55254898 100644
--- a/instructor/key-points.html
+++ b/instructor/key-points.html
@@ -584,8 +584,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://carpentries-incubator.github.io/targets-workshop/instructor/key-points.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/instructor/key-points.html",
   "dateCreated": "2024-12-13",
-  "dateModified": "2024-12-13",
-  "datePublished": "2024-12-13"
+  "dateModified": "2024-12-17",
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/instructor/lifecycle.html b/instructor/lifecycle.html
index a5323a7c..f16dd72e 100644
--- a/instructor/lifecycle.html
+++ b/instructor/lifecycle.html
@@ -411,7 +411,7 @@ <h3 class="card-title">Objectives</h3>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor1" aria-expanded="false" aria-controls="collapseInstructor1">
   <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
 <div class="accordion-body">
 <p>Episode summary: Demonstrate typical cycle of running
 <code>targets</code>: make, inspect, adjust, make…</p>
@@ -508,7 +508,7 @@ <h3 class="callout-title">Challenge 1: Inspect the output</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <p>With <code>tar_read(penguins_data)</code> or by running
 <code>tar_load(penguins_data)</code> followed by
@@ -602,7 +602,7 @@ <h3 class="callout-title">Challenge 2: What else can the visualization tell us?<
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2"> Show me the solution </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <p>Light blue indicates the target is out of date.</p>
 <p>Depending on how you modified the code, any or all of the targets may
@@ -828,7 +828,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/instructor/lifecycle.html",
   "dateCreated": "2024-12-13",
   "dateModified": "2024-12-13",
-  "datePublished": "2024-12-13"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/instructor/organization.html b/instructor/organization.html
index f31eca5f..6e7b6ca2 100644
--- a/instructor/organization.html
+++ b/instructor/organization.html
@@ -411,7 +411,7 @@ <h3 class="card-title">Objectives</h3>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor1" aria-expanded="false" aria-controls="collapseInstructor1">
   <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
 <div class="accordion-body">
 <p>Episode summary: Demonstrate best-practices for project
 organization</p>
@@ -730,7 +730,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/instructor/organization.html",
   "dateCreated": "2024-12-13",
   "dateModified": "2024-12-13",
-  "datePublished": "2024-12-13"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/instructor/packages.html b/instructor/packages.html
index e36004f0..9b9b7536 100644
--- a/instructor/packages.html
+++ b/instructor/packages.html
@@ -405,7 +405,7 @@ <h3 class="card-title">Objectives</h3>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor1" aria-expanded="false" aria-controls="collapseInstructor1">
   <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
 <div class="accordion-body">
 <p>Episode summary: Show how to load packages and maintain package
 versions</p>
@@ -760,7 +760,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/instructor/packages.html",
   "dateCreated": "2024-12-13",
   "dateModified": "2024-12-13",
-  "datePublished": "2024-12-13"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/instructor/parallel.html b/instructor/parallel.html
index 8862f6fd..c875efa3 100644
--- a/instructor/parallel.html
+++ b/instructor/parallel.html
@@ -684,7 +684,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/instructor/parallel.html",
   "dateCreated": "2024-12-13",
   "dateModified": "2024-12-13",
-  "datePublished": "2024-12-13"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/instructor/profiles.html b/instructor/profiles.html
index 0f5e6e0a..c68a4081 100644
--- a/instructor/profiles.html
+++ b/instructor/profiles.html
@@ -400,8 +400,8 @@ <h1>Learner Profiles</h1>
   "url": "https://carpentries-incubator.github.io/targets-workshop/instructor/profiles.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/instructor/profiles.html",
   "dateCreated": "2024-12-13",
-  "dateModified": "2024-12-13",
-  "datePublished": "2024-12-13"
+  "dateModified": "2024-12-17",
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/instructor/quarto.html b/instructor/quarto.html
index 7cd314ff..03bb7840 100644
--- a/instructor/quarto.html
+++ b/instructor/quarto.html
@@ -408,7 +408,7 @@ <h3 class="card-title">Objectives</h3>
 <button class="accordion-button instructor-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseInstructor1" aria-expanded="false" aria-controls="collapseInstructor1">
   <h3 class="accordion-header" id="headingInstructor1">  <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="edit-2"></i></div> Instructor Note </h3>
 </button>
-<div id="collapseInstructor1" class="accordion-collapse collapse" aria-labelledby="headingInstructor1" data-bs-parent="#accordionInstructor1">
+<div id="collapseInstructor1" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor1" aria-labelledby="headingInstructor1">
 <div class="accordion-body">
 <p>Episode summary: Show how to write reports with Quarto</p>
 </div>
@@ -609,7 +609,7 @@ <h3 class="callout-title">Challenge: Spot the dynamic contents</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <ul><li><p>In the code chunk labeled <code>results-stats</code>, statistics
 from the models like <em>P</em>-value and adjusted <em>R</em> squared
@@ -716,7 +716,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/instructor/quarto.html",
   "dateCreated": "2024-12-13",
   "dateModified": "2024-12-13",
-  "datePublished": "2024-12-13"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/instructor/reference.html b/instructor/reference.html
index 5f8e7efb..da25e183 100644
--- a/instructor/reference.html
+++ b/instructor/reference.html
@@ -441,7 +441,7 @@ <h1>Reference</h1>
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/instructor/reference.html",
   "dateCreated": "2024-12-13",
   "dateModified": "2024-12-13",
-  "datePublished": "2024-12-13"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/introduction.html b/introduction.html
index 62af70d2..f959561c 100644
--- a/introduction.html
+++ b/introduction.html
@@ -581,7 +581,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/introduction.html",
   "dateCreated": "2024-12-13",
   "dateModified": "2024-12-13",
-  "datePublished": "2024-12-13"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/key-points.html b/key-points.html
index 96516dcf..92adb800 100644
--- a/key-points.html
+++ b/key-points.html
@@ -582,8 +582,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://carpentries-incubator.github.io/targets-workshop/key-points.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/key-points.html",
   "dateCreated": "2024-12-13",
-  "dateModified": "2024-12-13",
-  "datePublished": "2024-12-13"
+  "dateModified": "2024-12-17",
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/lifecycle.html b/lifecycle.html
index eb82dbc6..b6dce0e1 100644
--- a/lifecycle.html
+++ b/lifecycle.html
@@ -494,7 +494,7 @@ <h3 class="callout-title">Challenge 1: Inspect the output</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
 <div class="accordion-body">
 <p>With <code>tar_read(penguins_data)</code> or by running
 <code>tar_load(penguins_data)</code> followed by
@@ -588,7 +588,7 @@ <h3 class="callout-title">Challenge 2: What else can the visualization tell us?<
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution2" aria-expanded="false" aria-controls="collapseSolution2">
   <h4 class="accordion-header" id="headingSolution2"> Show me the solution </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
 <div class="accordion-body">
 <p>Light blue indicates the target is out of date.</p>
 <p>Depending on how you modified the code, any or all of the targets may
@@ -814,7 +814,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/lifecycle.html",
   "dateCreated": "2024-12-13",
   "dateModified": "2024-12-13",
-  "datePublished": "2024-12-13"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/organization.html b/organization.html
index 6bafa15b..37e3f7fc 100644
--- a/organization.html
+++ b/organization.html
@@ -716,7 +716,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/organization.html",
   "dateCreated": "2024-12-13",
   "dateModified": "2024-12-13",
-  "datePublished": "2024-12-13"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/packages.html b/packages.html
index afec9cf9..3d5cdcdc 100644
--- a/packages.html
+++ b/packages.html
@@ -746,7 +746,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/packages.html",
   "dateCreated": "2024-12-13",
   "dateModified": "2024-12-13",
-  "datePublished": "2024-12-13"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/parallel.html b/parallel.html
index 711d74b8..04952a12 100644
--- a/parallel.html
+++ b/parallel.html
@@ -671,7 +671,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/parallel.html",
   "dateCreated": "2024-12-13",
   "dateModified": "2024-12-13",
-  "datePublished": "2024-12-13"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/pkgdown.yml b/pkgdown.yml
index a9a15e35..b5bcc071 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -2,4 +2,4 @@ pandoc: 3.1.11
 pkgdown: 2.1.1
 pkgdown_sha: ~
 articles: {}
-last_built: 2024-12-13T06:39Z
+last_built: 2024-12-17T01:58Z
diff --git a/profiles.html b/profiles.html
index 7ee1d7ab..0138b108 100644
--- a/profiles.html
+++ b/profiles.html
@@ -400,8 +400,8 @@ <h1>Learner Profiles</h1>
   "url": "https://carpentries-incubator.github.io/targets-workshop/profiles.html",
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/profiles.html",
   "dateCreated": "2024-12-13",
-  "dateModified": "2024-12-13",
-  "datePublished": "2024-12-13"
+  "dateModified": "2024-12-17",
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/quarto.html b/quarto.html
index e2a857aa..e4713195 100644
--- a/quarto.html
+++ b/quarto.html
@@ -596,7 +596,7 @@ <h3 class="callout-title">Challenge: Spot the dynamic contents</h3>
 <button class="accordion-button solution-button collapsed" type="button" data-bs-toggle="collapse" data-bs-target="#collapseSolution1" aria-expanded="false" aria-controls="collapseSolution1">
   <h4 class="accordion-header" id="headingSolution1"> Show me the solution </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <ul><li><p>In the code chunk labeled <code>results-stats</code>, statistics
 from the models like <em>P</em>-value and adjusted <em>R</em> squared
@@ -703,7 +703,7 @@ <h3 class="callout-title">Key Points</h3>
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/quarto.html",
   "dateCreated": "2024-12-13",
   "dateModified": "2024-12-13",
-  "datePublished": "2024-12-13"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>
diff --git a/reference.html b/reference.html
index b9399956..023f7943 100644
--- a/reference.html
+++ b/reference.html
@@ -439,7 +439,7 @@ <h1>Reference</h1>
   "identifier": "https://carpentries-incubator.github.io/targets-workshop/reference.html",
   "dateCreated": "2024-12-13",
   "dateModified": "2024-12-13",
-  "datePublished": "2024-12-13"
+  "datePublished": "2024-12-17"
 }
 
   </script><script>