From f5440d4b907dc079a6f33947eedf874973a035fa Mon Sep 17 00:00:00 2001
From: GitHub Actions <actions@github.com>
Date: Tue, 31 Oct 2023 11:57:17 +0000
Subject: [PATCH] site deploy
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Auto-generated via {sandpaper}
Source  : 8e43eb7b070a915eadf81d1799c5e3b23d558959
Branch  : md-outputs
Author  : GitHub Actions <actions@github.com>
Time    : 2023-10-31 11:57:00 +0000
Message : markdown source builds

Auto-generated via {sandpaper}
Source  : e136c95efde92c65938f708ce887a6e705be1baf
Branch  : main
Author  : Anaïs Gonneau <83658716+agcasu@users.noreply.github.com>
Time    : 2023-10-31 11:55:46 +0000
Message : Merge pull request #95 from cds-astro/change_life_cycle

Change life cycle
---
 404.html                                      | 12 +-----
 CODE_OF_CONDUCT.html                          | 12 +-----
 LICENSE.html                                  | 12 +-----
 aio.html                                      | 35 ++++++---------
 config.yaml                                   |  2 +-
 images.html                                   | 13 ++----
 index.html                                    | 30 ++++++-------
 instructor-notes.html                         | 13 ++----
 instructor/404.html                           | 12 +-----
 instructor/CODE_OF_CONDUCT.html               | 12 +-----
 instructor/LICENSE.html                       | 12 +-----
 instructor/aio.html                           | 43 ++++++++-----------
 instructor/images.html                        | 13 ++----
 instructor/index.html                         | 28 +++++-------
 instructor/instructor-notes.html              | 13 ++----
 instructor/key-points.html                    | 13 ++----
 instructor/profiles.html                      | 12 +-----
 instructor/reference.html                     | 12 +-----
 instructor/section1_intro.html                | 12 +-----
 instructor/section_data_curation.html         | 12 +-----
 instructor/section_eosc.html                  | 12 +-----
 instructor/section_fair_astro.html            | 38 +++++++---------
 instructor/section_prepare_data.html          | 16 ++-----
 .../section_submission_per_journal.html       | 12 +-----
 instructor/section_submit_data.html           | 12 +-----
 key-points.html                               | 13 ++----
 md5sum.txt                                    |  4 +-
 pkgdown.yml                                   |  2 +-
 profiles.html                                 | 12 +-----
 reference.html                                | 12 +-----
 section1_intro.html                           | 12 +-----
 section_data_curation.html                    | 12 +-----
 section_eosc.html                             | 12 +-----
 section_fair_astro.html                       | 32 ++++++--------
 section_prepare_data.html                     | 14 ++----
 section_submission_per_journal.html           | 12 +-----
 section_submit_data.html                      | 12 +-----
 37 files changed, 151 insertions(+), 411 deletions(-)

diff --git a/404.html b/404.html
index 39fe9588..24d38fc2 100644
--- a/404.html
+++ b/404.html
@@ -18,15 +18,7 @@
   <div class="container-fluid top-nav-container">
     <div class="col-md-6">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="https://carpentries.github.io/workbench-template-md/assets/images/incubator-logo.svg"><abbr class="icon" title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="background: #FFC700; border-radius: 5px"></i>
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
-        
-      </div>
+        <img alt="Carpentries Incubator" src="https://carpentries.github.io/workbench-template-md/assets/images/incubator-logo.svg"></div>
     </div>
     <div class="selector-container">
       
@@ -354,7 +346,7 @@ <h1>Page not found</h1>
   "creativeWorkStatus": "active",
   "url": "https://carpentries.github.io/workbench-template-md/404.html",
   "identifier": "https://carpentries.github.io/workbench-template-md/404.html",
-  "dateCreated": "2023-09-18",
+  "dateCreated": "2023-10-31",
   "dateModified": "2023-10-31",
   "datePublished": "2023-10-31"
 }
diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index b402f769..c60bf05a 100644
--- a/CODE_OF_CONDUCT.html
+++ b/CODE_OF_CONDUCT.html
@@ -18,15 +18,7 @@
   <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 alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="background: #FFC700; border-radius: 5px"></i>
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
-        
-      </div>
+        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"></div>
     </div>
     <div class="selector-container">
       
@@ -373,7 +365,7 @@ <h1>Contributor Code of Conduct</h1>
   "creativeWorkStatus": "active",
   "url": "https://carpentries.github.io/workbench-template-md/CODE_OF_CONDUCT.html",
   "identifier": "https://carpentries.github.io/workbench-template-md/CODE_OF_CONDUCT.html",
-  "dateCreated": "2023-09-18",
+  "dateCreated": "2023-10-31",
   "dateModified": "2022-08-05",
   "datePublished": "2023-10-31"
 }
diff --git a/LICENSE.html b/LICENSE.html
index e7aa85f2..1cc477f7 100644
--- a/LICENSE.html
+++ b/LICENSE.html
@@ -18,15 +18,7 @@
   <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 alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="background: #FFC700; border-radius: 5px"></i>
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
-        
-      </div>
+        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"></div>
     </div>
     <div class="selector-container">
       
@@ -425,7 +417,7 @@ <h1>Licenses</h1>
   "creativeWorkStatus": "active",
   "url": "https://carpentries.github.io/workbench-template-md/LICENSE.html",
   "identifier": "https://carpentries.github.io/workbench-template-md/LICENSE.html",
-  "dateCreated": "2023-09-18",
+  "dateCreated": "2023-10-31",
   "dateModified": "2022-04-22",
   "datePublished": "2023-10-31"
 }
diff --git a/aio.html b/aio.html
index 0c24acab..3ef8f7c3 100644
--- a/aio.html
+++ b/aio.html
@@ -33,15 +33,8 @@
   <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 alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="background: #FFC700; border-radius: 5px"></i>
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
-        
-      </div>
+        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg">
+</div>
     </div>
     <div class="selector-container">
       
@@ -646,7 +639,7 @@ <h4 class="accordion-header" id="headingSolution1">
   To be Findable
   </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 first step before reusing the data is to be able to find them.
 The metadata and data should be easy to find for <strong>both humans and
@@ -668,7 +661,7 @@ <h4 class="accordion-header" id="headingSolution2">
   To be Accessible
   </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>Once the data can be found, the user needs to know how to access
 them. That could include authentification and authorisation. The
@@ -696,7 +689,7 @@ <h4 class="accordion-header" id="headingSolution3">
   To be Interoperable
   </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
 <div class="accordion-body">
 <p>Those data can then be combined with different datasets, and
 interoperate with other applications or workflows for analysis, storage,
@@ -716,7 +709,7 @@ <h4 class="accordion-header" id="headingSolution4">
   To be Reusable
   </h4>
 </button>
-<div id="collapseSolution4" class="accordion-collapse collapse" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
+<div id="collapseSolution4" class="accordion-collapse collapse" aria-labelledby="headingSolution4" data-bs-parent="#accordionSolution4">
 <div class="accordion-body">
 <p>The ultimate goal of FAIR is to optimise the reuse of data. To
 achieve this, metadata and data should be well-described, including a
@@ -934,7 +927,7 @@ <h4 class="accordion-header" id="headingHint1">
   Give me a hint
   </h4>
 </button>
-<div id="collapseHint1" class="accordion-collapse collapse" data-bs-parent="#accordionHint1" aria-labelledby="headingHint1">
+<div id="collapseHint1" class="accordion-collapse collapse" aria-labelledby="headingHint1" data-bs-parent="#accordionHint1">
 <div class="accordion-body">
 <p>Look for these objects in <a href="http://simbad.cds.unistra.fr/simbad/" class="external-link">Simbad</a>.</p>
 <p>Can you find them?</p>
@@ -949,7 +942,7 @@ <h4 class="accordion-header" id="headingSolution5">
   Why is it improper?
   </h4>
 </button>
-<div id="collapseSolution5" class="accordion-collapse collapse" data-bs-parent="#accordionSolution5" aria-labelledby="headingSolution5">
+<div id="collapseSolution5" class="accordion-collapse collapse" aria-labelledby="headingSolution5" data-bs-parent="#accordionSolution5">
 <div class="accordion-body">
 <p>I1) Insufficient precision in RA and DEC causes confusion. In this
 case, it could correspond to many objects and different surveys.</p>
@@ -978,7 +971,7 @@ <h4 class="accordion-header" id="headingSolution6">
   Recommended usage
   </h4>
 </button>
-<div id="collapseSolution6" class="accordion-collapse collapse" data-bs-parent="#accordionSolution6" aria-labelledby="headingSolution6">
+<div id="collapseSolution6" class="accordion-collapse collapse" aria-labelledby="headingSolution6" data-bs-parent="#accordionSolution6">
 <div class="accordion-body">
 <p>R1) LAMOST J221750.59+210437.1 and SDSS J221746.82+210424.1 are
 potential matches for this incomplete name</p>
@@ -1290,7 +1283,7 @@ <h4 class="accordion-header" id="headingHint2">
   Why is it improper?
   </h4>
 </button>
-<div id="collapseHint2" class="accordion-collapse collapse" data-bs-parent="#accordionHint2" aria-labelledby="headingHint2">
+<div id="collapseHint2" class="accordion-collapse collapse" aria-labelledby="headingHint2" data-bs-parent="#accordionHint2">
 <div class="accordion-body">
 <p>The quality of the measurement is indicated using a superscript.
 Providing this information using an extra column will make the table
@@ -1306,7 +1299,7 @@ <h4 class="accordion-header" id="headingSolution7">
   Recommended usage
   </h4>
 </button>
-<div id="collapseSolution7" class="accordion-collapse collapse" data-bs-parent="#accordionSolution7" aria-labelledby="headingSolution7">
+<div id="collapseSolution7" class="accordion-collapse collapse" aria-labelledby="headingSolution7" data-bs-parent="#accordionSolution7">
 <div class="accordion-body">
 <table class="table">
 <thead><tr class="header">
@@ -1524,7 +1517,7 @@ <h4 class="accordion-header" id="headingSolution8">
   List of solutions
   </h4>
 </button>
-<div id="collapseSolution8" class="accordion-collapse collapse" data-bs-parent="#accordionSolution8" aria-labelledby="headingSolution8">
+<div id="collapseSolution8" class="accordion-collapse collapse" aria-labelledby="headingSolution8" data-bs-parent="#accordionSolution8">
 <div class="accordion-body">
 <table class="table">
 <colgroup>
@@ -2387,7 +2380,7 @@ <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">
 <p>R1) No: filenames should be in lowercase.</p>
 <p>R2) No: filename too long. This filename will be shortened afterwards
@@ -3856,7 +3849,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "creativeWorkStatus": "active",
   "url": "https://carpentries.github.io/workbench-template-md/aio.html",
   "identifier": "https://carpentries.github.io/workbench-template-md/aio.html",
-  "dateCreated": "2023-09-18",
+  "dateCreated": "2023-10-31",
   "dateModified": "2023-10-31",
   "datePublished": "2023-10-31"
 }
diff --git a/config.yaml b/config.yaml
index 0ba428fd..f070c466 100644
--- a/config.yaml
+++ b/config.yaml
@@ -21,7 +21,7 @@ keywords: 'data, astronomy, CDS, FAIR, VO, EOSC'
 
 # Life cycle stage of the lesson
 # possible values: pre-alpha, alpha, beta, stable
-life_cycle: 'alpha'
+life_cycle: 'stable'
 
 # License of the lesson
 license: 'CC-BY 4.0'
diff --git a/images.html b/images.html
index 26eb8fdc..c04b49f3 100644
--- a/images.html
+++ b/images.html
@@ -33,15 +33,8 @@
   <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 alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="background: #FFC700; border-radius: 5px"></i>
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
-        
-      </div>
+        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg">
+</div>
     </div>
     <div class="selector-container">
       
@@ -540,7 +533,7 @@ <h3 id="section_eosc-figure-7">Figure 7</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries.github.io/workbench-template-md/images.html",
   "identifier": "https://carpentries.github.io/workbench-template-md/images.html",
-  "dateCreated": "2023-09-18",
+  "dateCreated": "2023-10-31",
   "dateModified": "2023-10-31",
   "datePublished": "2023-10-31"
 }
diff --git a/index.html b/index.html
index d52f3fb6..9ba37975 100644
--- a/index.html
+++ b/index.html
@@ -18,15 +18,7 @@
   <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 alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="background: #FFC700; border-radius: 5px"></i>
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
-        
-      </div>
+        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"></div>
     </div>
     <div class="selector-container">
       
@@ -155,8 +147,8 @@ <h2 class="accordion-header chapters" id="flush-headingEleven">
 <li><a href="#type-of-course">Type of course</a></li>
 <li><a href="#version">Version</a></li>
 <li><a href="#license">License</a></li>
-<li><a href="#supporting-organisation">Supporting organisation</a></li>
 <li><a href="#contact">Contact</a></li>
+<li><a href="#supporting-organisations">Supporting organisations</a></li>
         </ul></div><!--/div.accordion-body-->
     </div><!--/div.accordion-collapse-->
         
@@ -411,7 +403,7 @@ <h3 class="callout-title">Checklist<a class="anchor" aria-label="anchor" href="#
 <!-- -------- -->
 </section><section id="version"><h2 class="section-heading">Version<a class="anchor" aria-label="anchor" href="#version"></a>
 </h2>
-<hr class="half-width"><p>Training version: 0.6.0</p>
+<hr class="half-width"><p>Training version: 1.0.0</p>
 <p>Publication date: 10 July 2023</p>
 <p>Last modified: 15 September 2023</p>
 <!-- -------- -->
@@ -424,17 +416,19 @@ <h3 class="callout-title">Checklist<a class="anchor" aria-label="anchor" href="#
 Carpentries training format and The Carpentries Incubator lesson
 infrastructure.</p>
 <!-- -------- -->
-</section><section id="supporting-organisation"><h2 class="section-heading">Supporting organisation<a class="anchor" aria-label="anchor" href="#supporting-organisation"></a>
-</h2>
-<hr class="half-width"><p>This work has been supported by the EOSC (European Open Science
-Cloud) Future project, funded by the European Union Horizon Program call
-INFRAEOSC-03-2020 - grant Agreement Number 101017536.</p>
-<!-- -------- -->
 </section><section id="contact"><h2 class="section-heading">Contact<a class="anchor" aria-label="anchor" href="#contact"></a>
 </h2>
 <hr class="half-width"><p>If you have got any questions, feel free to contact directly the
 VizieR team at: <a href="mailto:cats@cdsarc.u-strasbg.fr">cats(at)cdsarc.u-strasbg.fr</a>
 .</p>
+<!-- -------- -->
+</section><section id="supporting-organisations"><h2 class="section-heading">Supporting organisations<a class="anchor" aria-label="anchor" href="#supporting-organisations"></a>
+</h2>
+<hr class="half-width"><p>This work has been supported by the EOSC (European Open Science
+Cloud) Future project, funded by the European Union Horizon Program call
+INFRAEOSC-03-2020 - grant Agreement Number 101017536.</p>
+<p float="left">
+<img src="https://raw.githubusercontent.com/cds-astro/a-FAIR-journey-for-astronomical-data/main/episodes/images/tmp_logos/eosc_future_logo.png" alt="Logo European Open Science Cloud Future- EOSC Future" width="250px" class="figure"><img src="https://raw.githubusercontent.com/cds-astro/a-FAIR-journey-for-astronomical-data/main/episodes/images/tmp_logos/cds-logo.png" alt="Logo Centre de Données astronomiques de Strasbourg - CDS" width="250px" class="figure"></p>
 <!--  ----------------------------------------- -->
 <!--            Link references  ==> links.md   -->
 <!--  ----------------------------------------- -->
@@ -496,7 +490,7 @@ <h3 class="callout-title">Checklist<a class="anchor" aria-label="anchor" href="#
   "creativeWorkStatus": "active",
   "url": "https://carpentries.github.io/workbench-template-md/index.html",
   "identifier": "https://carpentries.github.io/workbench-template-md/index.html",
-  "dateCreated": "2023-09-18",
+  "dateCreated": "2023-10-31",
   "dateModified": "2023-10-31",
   "datePublished": "2023-10-31"
 }
diff --git a/instructor-notes.html b/instructor-notes.html
index d1ed49bf..c8bede6a 100644
--- a/instructor-notes.html
+++ b/instructor-notes.html
@@ -33,15 +33,8 @@
   <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 alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="background: #FFC700; border-radius: 5px"></i>
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
-        
-      </div>
+        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg">
+</div>
     </div>
     <div class="selector-container">
       
@@ -397,7 +390,7 @@ <h1>Instructor Notes</h1>
   "creativeWorkStatus": "active",
   "url": "https://carpentries.github.io/workbench-template-md/instructor-notes.html",
   "identifier": "https://carpentries.github.io/workbench-template-md/instructor-notes.html",
-  "dateCreated": "2023-09-18",
+  "dateCreated": "2023-10-31",
   "dateModified": "2023-10-31",
   "datePublished": "2023-10-31"
 }
diff --git a/instructor/404.html b/instructor/404.html
index aa040505..195e3a81 100644
--- a/instructor/404.html
+++ b/instructor/404.html
@@ -18,15 +18,7 @@
   <div class="container-fluid top-nav-container">
     <div class="col-md-6">
       <div class="large-logo">
-        <img alt="Carpentries Incubator" src="https://carpentries.github.io/workbench-template-md/assets/images/incubator-logo.svg"><abbr class="icon" title="This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="background: #FFC700; border-radius: 5px"></i>
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
-        
-      </div>
+        <img alt="Carpentries Incubator" src="https://carpentries.github.io/workbench-template-md/assets/images/incubator-logo.svg"></div>
     </div>
     <div class="selector-container">
       
@@ -354,7 +346,7 @@ <h1>Page not found</h1>
   "creativeWorkStatus": "active",
   "url": "https://carpentries.github.io/workbench-template-md/instructor/404.html",
   "identifier": "https://carpentries.github.io/workbench-template-md/instructor/404.html",
-  "dateCreated": "2023-09-18",
+  "dateCreated": "2023-10-31",
   "dateModified": "2023-10-31",
   "datePublished": "2023-10-31"
 }
diff --git a/instructor/CODE_OF_CONDUCT.html b/instructor/CODE_OF_CONDUCT.html
index 15cbd504..6951259a 100644
--- a/instructor/CODE_OF_CONDUCT.html
+++ b/instructor/CODE_OF_CONDUCT.html
@@ -18,15 +18,7 @@
   <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 alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="background: #FFC700; border-radius: 5px"></i>
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
-        
-      </div>
+        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"></div>
     </div>
     <div class="selector-container">
       
@@ -374,7 +366,7 @@ <h1>Contributor Code of Conduct</h1>
   "creativeWorkStatus": "active",
   "url": "https://carpentries.github.io/workbench-template-md/instructor/CODE_OF_CONDUCT.html",
   "identifier": "https://carpentries.github.io/workbench-template-md/instructor/CODE_OF_CONDUCT.html",
-  "dateCreated": "2023-09-18",
+  "dateCreated": "2023-10-31",
   "dateModified": "2022-08-05",
   "datePublished": "2023-10-31"
 }
diff --git a/instructor/LICENSE.html b/instructor/LICENSE.html
index b829687e..d30d7bc5 100644
--- a/instructor/LICENSE.html
+++ b/instructor/LICENSE.html
@@ -18,15 +18,7 @@
   <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 alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="background: #FFC700; border-radius: 5px"></i>
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
-        
-      </div>
+        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"></div>
     </div>
     <div class="selector-container">
       
@@ -426,7 +418,7 @@ <h1>Licenses</h1>
   "creativeWorkStatus": "active",
   "url": "https://carpentries.github.io/workbench-template-md/instructor/LICENSE.html",
   "identifier": "https://carpentries.github.io/workbench-template-md/instructor/LICENSE.html",
-  "dateCreated": "2023-09-18",
+  "dateCreated": "2023-10-31",
   "dateModified": "2022-04-22",
   "datePublished": "2023-10-31"
 }
diff --git a/instructor/aio.html b/instructor/aio.html
index 75d0c237..91b7869d 100644
--- a/instructor/aio.html
+++ b/instructor/aio.html
@@ -33,15 +33,8 @@
   <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 alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="background: #FFC700; border-radius: 5px"></i>
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
-        
-      </div>
+        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg">
+</div>
     </div>
     <div class="selector-container">
       
@@ -646,7 +639,7 @@ <h4 class="accordion-header" id="headingSolution1">
   To be Findable
   </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 first step before reusing the data is to be able to find them.
 The metadata and data should be easy to find for <strong>both humans and
@@ -668,7 +661,7 @@ <h4 class="accordion-header" id="headingSolution2">
   To be Accessible
   </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>Once the data can be found, the user needs to know how to access
 them. That could include authentification and authorisation. The
@@ -696,7 +689,7 @@ <h4 class="accordion-header" id="headingSolution3">
   To be Interoperable
   </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
 <div class="accordion-body">
 <p>Those data can then be combined with different datasets, and
 interoperate with other applications or workflows for analysis, storage,
@@ -716,7 +709,7 @@ <h4 class="accordion-header" id="headingSolution4">
   To be Reusable
   </h4>
 </button>
-<div id="collapseSolution4" class="accordion-collapse collapse" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
+<div id="collapseSolution4" class="accordion-collapse collapse" aria-labelledby="headingSolution4" data-bs-parent="#accordionSolution4">
 <div class="accordion-body">
 <p>The ultimate goal of FAIR is to optimise the reuse of data. To
 achieve this, metadata and data should be well-described, including a
@@ -913,7 +906,7 @@ <h3 class="accordion-header" id="headingInstructor1">
   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>Modified version of Table 1 from Chen et al. 2022:</p>
 <p>Show some examples of improper astronomical designations in
@@ -950,7 +943,7 @@ <h4 class="accordion-header" id="headingHint1">
   Give me a hint
   </h4>
 </button>
-<div id="collapseHint1" class="accordion-collapse collapse" data-bs-parent="#accordionHint1" aria-labelledby="headingHint1">
+<div id="collapseHint1" class="accordion-collapse collapse" aria-labelledby="headingHint1" data-bs-parent="#accordionHint1">
 <div class="accordion-body">
 <p>Look for these objects in <a href="http://simbad.cds.unistra.fr/simbad/" class="external-link">Simbad</a>.</p>
 <p>Can you find them?</p>
@@ -965,7 +958,7 @@ <h4 class="accordion-header" id="headingSolution5">
   Why is it improper?
   </h4>
 </button>
-<div id="collapseSolution5" class="accordion-collapse collapse" data-bs-parent="#accordionSolution5" aria-labelledby="headingSolution5">
+<div id="collapseSolution5" class="accordion-collapse collapse" aria-labelledby="headingSolution5" data-bs-parent="#accordionSolution5">
 <div class="accordion-body">
 <p>I1) Insufficient precision in RA and DEC causes confusion. In this
 case, it could correspond to many objects and different surveys.</p>
@@ -994,7 +987,7 @@ <h4 class="accordion-header" id="headingSolution6">
   Recommended usage
   </h4>
 </button>
-<div id="collapseSolution6" class="accordion-collapse collapse" data-bs-parent="#accordionSolution6" aria-labelledby="headingSolution6">
+<div id="collapseSolution6" class="accordion-collapse collapse" aria-labelledby="headingSolution6" data-bs-parent="#accordionSolution6">
 <div class="accordion-body">
 <p>R1) LAMOST J221750.59+210437.1 and SDSS J221746.82+210424.1 are
 potential matches for this incomplete name</p>
@@ -1260,7 +1253,7 @@ <h3 class="accordion-header" id="headingInstructor2">
   Instructor Note
   </h3>
 </button>
-<div id="collapseInstructor2" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor2" aria-labelledby="headingInstructor2">
+<div id="collapseInstructor2" class="accordion-collapse collapse" aria-labelledby="headingInstructor2" data-bs-parent="#accordionInstructor2">
 <div class="accordion-body">
 <p>Modified version from Table 2 from Chen et al. 2022:</p>
 <p>Show that using LaTeX markups or footnotes in tables affect their
@@ -1322,7 +1315,7 @@ <h4 class="accordion-header" id="headingHint2">
   Why is it improper?
   </h4>
 </button>
-<div id="collapseHint2" class="accordion-collapse collapse" data-bs-parent="#accordionHint2" aria-labelledby="headingHint2">
+<div id="collapseHint2" class="accordion-collapse collapse" aria-labelledby="headingHint2" data-bs-parent="#accordionHint2">
 <div class="accordion-body">
 <p>The quality of the measurement is indicated using a superscript.
 Providing this information using an extra column will make the table
@@ -1338,7 +1331,7 @@ <h4 class="accordion-header" id="headingSolution7">
   Recommended usage
   </h4>
 </button>
-<div id="collapseSolution7" class="accordion-collapse collapse" data-bs-parent="#accordionSolution7" aria-labelledby="headingSolution7">
+<div id="collapseSolution7" class="accordion-collapse collapse" aria-labelledby="headingSolution7" data-bs-parent="#accordionSolution7">
 <div class="accordion-body">
 <table class="table">
 <thead><tr class="header">
@@ -1540,7 +1533,7 @@ <h3 class="accordion-header" id="headingInstructor3">
   Instructor Note
   </h3>
 </button>
-<div id="collapseInstructor3" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor3" aria-labelledby="headingInstructor3">
+<div id="collapseInstructor3" class="accordion-collapse collapse" aria-labelledby="headingInstructor3" data-bs-parent="#accordionInstructor3">
 <div class="accordion-body">
 <p>Table 3 from Chen et al. 2022:</p>
 <p>Give some examples of ambiguous facility/ telescope/instrument names
@@ -1572,7 +1565,7 @@ <h4 class="accordion-header" id="headingSolution8">
   List of solutions
   </h4>
 </button>
-<div id="collapseSolution8" class="accordion-collapse collapse" data-bs-parent="#accordionSolution8" aria-labelledby="headingSolution8">
+<div id="collapseSolution8" class="accordion-collapse collapse" aria-labelledby="headingSolution8" data-bs-parent="#accordionSolution8">
 <div class="accordion-body">
 <table class="table">
 <colgroup>
@@ -2419,7 +2412,7 @@ <h3 class="accordion-header" id="headingInstructor1">
   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>Show some good and bad examples of filenames.</p>
 </div>
@@ -2451,7 +2444,7 @@ <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">
 <p>R1) No: filenames should be in lowercase.</p>
 <p>R2) No: filename too long. This filename will be shortened afterwards
@@ -3939,7 +3932,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "creativeWorkStatus": "active",
   "url": "https://carpentries.github.io/workbench-template-md/instructor/aio.html",
   "identifier": "https://carpentries.github.io/workbench-template-md/instructor/aio.html",
-  "dateCreated": "2023-09-18",
+  "dateCreated": "2023-10-31",
   "dateModified": "2023-10-31",
   "datePublished": "2023-10-31"
 }
diff --git a/instructor/images.html b/instructor/images.html
index c345f43f..6c019501 100644
--- a/instructor/images.html
+++ b/instructor/images.html
@@ -33,15 +33,8 @@
   <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 alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="background: #FFC700; border-radius: 5px"></i>
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
-        
-      </div>
+        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg">
+</div>
     </div>
     <div class="selector-container">
       
@@ -538,7 +531,7 @@ <h3 id="section_eosc-figure-7">Figure 7</h3>
   "creativeWorkStatus": "active",
   "url": "https://carpentries.github.io/workbench-template-md/instructor/images.html",
   "identifier": "https://carpentries.github.io/workbench-template-md/instructor/images.html",
-  "dateCreated": "2023-09-18",
+  "dateCreated": "2023-10-31",
   "dateModified": "2023-10-31",
   "datePublished": "2023-10-31"
 }
diff --git a/instructor/index.html b/instructor/index.html
index dbab15a6..87d30e31 100644
--- a/instructor/index.html
+++ b/instructor/index.html
@@ -18,15 +18,7 @@
   <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 alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="background: #FFC700; border-radius: 5px"></i>
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
-        
-      </div>
+        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"></div>
     </div>
     <div class="selector-container">
       
@@ -485,7 +477,7 @@ <h3 class="callout-title">Checklist<a class="anchor" aria-label="anchor" href="#
 <!-- -------- -->
 </section><section id="version"><h2 class="section-heading">Version<a class="anchor" aria-label="anchor" href="#version"></a>
 </h2>
-<hr class="half-width"><p>Training version: 0.6.0</p>
+<hr class="half-width"><p>Training version: 1.0.0</p>
 <p>Publication date: 10 July 2023</p>
 <p>Last modified: 15 September 2023</p>
 <!-- -------- -->
@@ -498,17 +490,19 @@ <h3 class="callout-title">Checklist<a class="anchor" aria-label="anchor" href="#
 Carpentries training format and The Carpentries Incubator lesson
 infrastructure.</p>
 <!-- -------- -->
-</section><section id="supporting-organisation"><h2 class="section-heading">Supporting organisation<a class="anchor" aria-label="anchor" href="#supporting-organisation"></a>
-</h2>
-<hr class="half-width"><p>This work has been supported by the EOSC (European Open Science
-Cloud) Future project, funded by the European Union Horizon Program call
-INFRAEOSC-03-2020 - grant Agreement Number 101017536.</p>
-<!-- -------- -->
 </section><section id="contact"><h2 class="section-heading">Contact<a class="anchor" aria-label="anchor" href="#contact"></a>
 </h2>
 <hr class="half-width"><p>If you have got any questions, feel free to contact directly the
 VizieR team at: <a href="../mailto:cats@cdsarc.u-strasbg.fr">cats(at)cdsarc.u-strasbg.fr</a>
 .</p>
+<!-- -------- -->
+</section><section id="supporting-organisations"><h2 class="section-heading">Supporting organisations<a class="anchor" aria-label="anchor" href="#supporting-organisations"></a>
+</h2>
+<hr class="half-width"><p>This work has been supported by the EOSC (European Open Science
+Cloud) Future project, funded by the European Union Horizon Program call
+INFRAEOSC-03-2020 - grant Agreement Number 101017536.</p>
+<p float="left">
+<img src="https://raw.githubusercontent.com/cds-astro/a-FAIR-journey-for-astronomical-data/main/episodes/images/tmp_logos/eosc_future_logo.png" alt="Logo European Open Science Cloud Future- EOSC Future" width="250px" class="figure"><img src="https://raw.githubusercontent.com/cds-astro/a-FAIR-journey-for-astronomical-data/main/episodes/images/tmp_logos/cds-logo.png" alt="Logo Centre de Données astronomiques de Strasbourg - CDS" width="250px" class="figure"></p>
 <!--  ----------------------------------------- -->
 <!--            Link references  ==> links.md   -->
 <!--  ----------------------------------------- -->
@@ -570,7 +564,7 @@ <h3 class="callout-title">Checklist<a class="anchor" aria-label="anchor" href="#
   "creativeWorkStatus": "active",
   "url": "https://carpentries.github.io/workbench-template-md/instructor/index.html",
   "identifier": "https://carpentries.github.io/workbench-template-md/instructor/index.html",
-  "dateCreated": "2023-09-18",
+  "dateCreated": "2023-10-31",
   "dateModified": "2023-10-31",
   "datePublished": "2023-10-31"
 }
diff --git a/instructor/instructor-notes.html b/instructor/instructor-notes.html
index 9f28fa9a..2835e50e 100644
--- a/instructor/instructor-notes.html
+++ b/instructor/instructor-notes.html
@@ -33,15 +33,8 @@
   <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 alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="background: #FFC700; border-radius: 5px"></i>
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
-        
-      </div>
+        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg">
+</div>
     </div>
     <div class="selector-container">
       
@@ -437,7 +430,7 @@ <h3 id="section_eosc-headingInstructor1">
   "creativeWorkStatus": "active",
   "url": "https://carpentries.github.io/workbench-template-md/instructor/instructor-notes.html",
   "identifier": "https://carpentries.github.io/workbench-template-md/instructor/instructor-notes.html",
-  "dateCreated": "2023-09-18",
+  "dateCreated": "2023-10-31",
   "dateModified": "2023-10-31",
   "datePublished": "2023-10-31"
 }
diff --git a/instructor/key-points.html b/instructor/key-points.html
index 02a1cef2..cb1a7794 100644
--- a/instructor/key-points.html
+++ b/instructor/key-points.html
@@ -33,15 +33,8 @@
   <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 alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="background: #FFC700; border-radius: 5px"></i>
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
-        
-      </div>
+        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg">
+</div>
     </div>
     <div class="selector-container">
       
@@ -494,7 +487,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "creativeWorkStatus": "active",
   "url": "https://carpentries.github.io/workbench-template-md/instructor/key-points.html",
   "identifier": "https://carpentries.github.io/workbench-template-md/instructor/key-points.html",
-  "dateCreated": "2023-09-18",
+  "dateCreated": "2023-10-31",
   "dateModified": "2023-10-31",
   "datePublished": "2023-10-31"
 }
diff --git a/instructor/profiles.html b/instructor/profiles.html
index 72e1e711..50094c25 100644
--- a/instructor/profiles.html
+++ b/instructor/profiles.html
@@ -18,15 +18,7 @@
   <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 alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="background: #FFC700; border-radius: 5px"></i>
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
-        
-      </div>
+        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"></div>
     </div>
     <div class="selector-container">
       
@@ -326,7 +318,7 @@ <h1>Learner Profiles</h1>
   "creativeWorkStatus": "active",
   "url": "https://carpentries.github.io/workbench-template-md/instructor/profiles.html",
   "identifier": "https://carpentries.github.io/workbench-template-md/instructor/profiles.html",
-  "dateCreated": "2023-09-18",
+  "dateCreated": "2023-10-31",
   "dateModified": "2023-10-31",
   "datePublished": "2023-10-31"
 }
diff --git a/instructor/reference.html b/instructor/reference.html
index d5e5c1fc..fd1f5be7 100644
--- a/instructor/reference.html
+++ b/instructor/reference.html
@@ -18,15 +18,7 @@
   <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 alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="background: #FFC700; border-radius: 5px"></i>
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
-        
-      </div>
+        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"></div>
     </div>
     <div class="selector-container">
       
@@ -383,7 +375,7 @@ <h1>Reference</h1>
   "creativeWorkStatus": "active",
   "url": "https://carpentries.github.io/workbench-template-md/instructor/reference.html",
   "identifier": "https://carpentries.github.io/workbench-template-md/instructor/reference.html",
-  "dateCreated": "2023-09-18",
+  "dateCreated": "2023-10-31",
   "dateModified": "2023-08-30",
   "datePublished": "2023-10-31"
 }
diff --git a/instructor/section1_intro.html b/instructor/section1_intro.html
index 3c042ebf..28a82ec1 100644
--- a/instructor/section1_intro.html
+++ b/instructor/section1_intro.html
@@ -18,15 +18,7 @@
   <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 alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="background: #FFC700; border-radius: 5px"></i>
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
-        
-      </div>
+        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"></div>
     </div>
     <div class="selector-container">
       
@@ -561,7 +553,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "creativeWorkStatus": "active",
   "url": "https://carpentries.github.io/workbench-template-md/instructor/section1_intro.html",
   "identifier": "https://carpentries.github.io/workbench-template-md/instructor/section1_intro.html",
-  "dateCreated": "2023-09-18",
+  "dateCreated": "2023-10-31",
   "dateModified": "2023-09-14",
   "datePublished": "2023-10-31"
 }
diff --git a/instructor/section_data_curation.html b/instructor/section_data_curation.html
index bb15b323..af98506d 100644
--- a/instructor/section_data_curation.html
+++ b/instructor/section_data_curation.html
@@ -18,15 +18,7 @@
   <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 alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="background: #FFC700; border-radius: 5px"></i>
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
-        
-      </div>
+        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"></div>
     </div>
     <div class="selector-container">
       
@@ -669,7 +661,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "creativeWorkStatus": "active",
   "url": "https://carpentries.github.io/workbench-template-md/instructor/section_data_curation.html",
   "identifier": "https://carpentries.github.io/workbench-template-md/instructor/section_data_curation.html",
-  "dateCreated": "2023-09-18",
+  "dateCreated": "2023-10-31",
   "dateModified": "2023-09-11",
   "datePublished": "2023-10-31"
 }
diff --git a/instructor/section_eosc.html b/instructor/section_eosc.html
index 36ecc7ce..c8f2a8df 100644
--- a/instructor/section_eosc.html
+++ b/instructor/section_eosc.html
@@ -18,15 +18,7 @@
   <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 alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="background: #FFC700; border-radius: 5px"></i>
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
-        
-      </div>
+        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"></div>
     </div>
     <div class="selector-container">
       
@@ -617,7 +609,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "creativeWorkStatus": "active",
   "url": "https://carpentries.github.io/workbench-template-md/instructor/section_eosc.html",
   "identifier": "https://carpentries.github.io/workbench-template-md/instructor/section_eosc.html",
-  "dateCreated": "2023-09-18",
+  "dateCreated": "2023-10-31",
   "dateModified": "2023-09-07",
   "datePublished": "2023-10-31"
 }
diff --git a/instructor/section_fair_astro.html b/instructor/section_fair_astro.html
index ab2a4ef1..ebdbad48 100644
--- a/instructor/section_fair_astro.html
+++ b/instructor/section_fair_astro.html
@@ -18,15 +18,7 @@
   <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 alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="background: #FFC700; border-radius: 5px"></i>
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
-        
-      </div>
+        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"></div>
     </div>
     <div class="selector-container">
       
@@ -388,7 +380,7 @@ <h4 class="accordion-header" id="headingSolution1">
   To be Findable
   </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 first step before reusing the data is to be able to find them.
 The metadata and data should be easy to find for <strong>both humans and
@@ -410,7 +402,7 @@ <h4 class="accordion-header" id="headingSolution2">
   To be Accessible
   </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>Once the data can be found, the user needs to know how to access
 them. That could include authentification and authorisation. The
@@ -436,7 +428,7 @@ <h4 class="accordion-header" id="headingSolution3">
   To be Interoperable
   </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
 <div class="accordion-body">
 <p>Those data can then be combined with different datasets, and
 interoperate with other applications or workflows for analysis, storage,
@@ -456,7 +448,7 @@ <h4 class="accordion-header" id="headingSolution4">
   To be Reusable
   </h4>
 </button>
-<div id="collapseSolution4" class="accordion-collapse collapse" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
+<div id="collapseSolution4" class="accordion-collapse collapse" aria-labelledby="headingSolution4" data-bs-parent="#accordionSolution4">
 <div class="accordion-body">
 <p>The ultimate goal of FAIR is to optimise the reuse of data. To
 achieve this, metadata and data should be well-described, including a
@@ -636,7 +628,7 @@ <h3 class="accordion-header" id="headingInstructor1">
   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>Modified version of Table 1 from Chen et al. 2022:</p>
 <p>Show some examples of improper astronomical designations in
@@ -673,7 +665,7 @@ <h4 class="accordion-header" id="headingHint1">
   Give me a hint
   </h4>
 </button>
-<div id="collapseHint1" class="accordion-collapse collapse" data-bs-parent="#accordionHint1" aria-labelledby="headingHint1">
+<div id="collapseHint1" class="accordion-collapse collapse" aria-labelledby="headingHint1" data-bs-parent="#accordionHint1">
 <div class="accordion-body">
 <p>Look for these objects in <a href="http://simbad.cds.unistra.fr/simbad/" class="external-link">Simbad</a>.</p>
 <p>Can you find them?</p>
@@ -688,7 +680,7 @@ <h4 class="accordion-header" id="headingSolution5">
   Why is it improper?
   </h4>
 </button>
-<div id="collapseSolution5" class="accordion-collapse collapse" data-bs-parent="#accordionSolution5" aria-labelledby="headingSolution5">
+<div id="collapseSolution5" class="accordion-collapse collapse" aria-labelledby="headingSolution5" data-bs-parent="#accordionSolution5">
 <div class="accordion-body">
 <p>I1) Insufficient precision in RA and DEC causes confusion. In this
 case, it could correspond to many objects and different surveys.</p>
@@ -717,7 +709,7 @@ <h4 class="accordion-header" id="headingSolution6">
   Recommended usage
   </h4>
 </button>
-<div id="collapseSolution6" class="accordion-collapse collapse" data-bs-parent="#accordionSolution6" aria-labelledby="headingSolution6">
+<div id="collapseSolution6" class="accordion-collapse collapse" aria-labelledby="headingSolution6" data-bs-parent="#accordionSolution6">
 <div class="accordion-body">
 <p>R1) LAMOST J221750.59+210437.1 and SDSS J221746.82+210424.1 are
 potential matches for this incomplete name</p>
@@ -947,7 +939,7 @@ <h3 class="accordion-header" id="headingInstructor2">
   Instructor Note
   </h3>
 </button>
-<div id="collapseInstructor2" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor2" aria-labelledby="headingInstructor2">
+<div id="collapseInstructor2" class="accordion-collapse collapse" aria-labelledby="headingInstructor2" data-bs-parent="#accordionInstructor2">
 <div class="accordion-body">
 <p>Modified version from Table 2 from Chen et al. 2022:</p>
 <p>Show that using LaTeX markups or footnotes in tables affect their
@@ -988,7 +980,7 @@ <h4 class="accordion-header" id="headingHint2">
   Why is it improper?
   </h4>
 </button>
-<div id="collapseHint2" class="accordion-collapse collapse" data-bs-parent="#accordionHint2" aria-labelledby="headingHint2">
+<div id="collapseHint2" class="accordion-collapse collapse" aria-labelledby="headingHint2" data-bs-parent="#accordionHint2">
 <div class="accordion-body">
 <p>The quality of the measurement is indicated using a superscript.
 Providing this information using an extra column will make the table
@@ -1004,7 +996,7 @@ <h4 class="accordion-header" id="headingSolution7">
   Recommended usage
   </h4>
 </button>
-<div id="collapseSolution7" class="accordion-collapse collapse" data-bs-parent="#accordionSolution7" aria-labelledby="headingSolution7">
+<div id="collapseSolution7" class="accordion-collapse collapse" aria-labelledby="headingSolution7" data-bs-parent="#accordionSolution7">
 <div class="accordion-body">
 <table class="table"><thead><tr class="header"><th>Object</th>
 <th align="center">Redshift</th>
@@ -1169,7 +1161,7 @@ <h3 class="accordion-header" id="headingInstructor3">
   Instructor Note
   </h3>
 </button>
-<div id="collapseInstructor3" class="accordion-collapse collapse" data-bs-parent="#accordionInstructor3" aria-labelledby="headingInstructor3">
+<div id="collapseInstructor3" class="accordion-collapse collapse" aria-labelledby="headingInstructor3" data-bs-parent="#accordionInstructor3">
 <div class="accordion-body">
 <p>Table 3 from Chen et al. 2022:</p>
 <p>Give some examples of ambiguous facility/ telescope/instrument names
@@ -1201,7 +1193,7 @@ <h4 class="accordion-header" id="headingSolution8">
   List of solutions
   </h4>
 </button>
-<div id="collapseSolution8" class="accordion-collapse collapse" data-bs-parent="#accordionSolution8" aria-labelledby="headingSolution8">
+<div id="collapseSolution8" class="accordion-collapse collapse" aria-labelledby="headingSolution8" data-bs-parent="#accordionSolution8">
 <div class="accordion-body">
 <table class="table"><colgroup><col width="39%"><col width="60%"></colgroup><thead><tr class="header"><th>Names as published</th>
 <th>Possible interpretation</th>
@@ -1393,7 +1385,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "creativeWorkStatus": "active",
   "url": "https://carpentries.github.io/workbench-template-md/instructor/section_fair_astro.html",
   "identifier": "https://carpentries.github.io/workbench-template-md/instructor/section_fair_astro.html",
-  "dateCreated": "2023-09-18",
+  "dateCreated": "2023-10-31",
   "dateModified": "2023-09-15",
   "datePublished": "2023-10-31"
 }
diff --git a/instructor/section_prepare_data.html b/instructor/section_prepare_data.html
index 38c211ff..d355ff80 100644
--- a/instructor/section_prepare_data.html
+++ b/instructor/section_prepare_data.html
@@ -18,15 +18,7 @@
   <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 alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="background: #FFC700; border-radius: 5px"></i>
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
-        
-      </div>
+        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"></div>
     </div>
     <div class="selector-container">
       
@@ -567,7 +559,7 @@ <h3 class="accordion-header" id="headingInstructor1">
   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>Show some good and bad examples of filenames.</p>
 </div>
@@ -599,7 +591,7 @@ <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">
 <p>R1) No: filenames should be in lowercase.</p>
 <p>R2) No: filename too long. This filename will be shortened afterwards
@@ -732,7 +724,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "creativeWorkStatus": "active",
   "url": "https://carpentries.github.io/workbench-template-md/instructor/section_prepare_data.html",
   "identifier": "https://carpentries.github.io/workbench-template-md/instructor/section_prepare_data.html",
-  "dateCreated": "2023-09-18",
+  "dateCreated": "2023-10-31",
   "dateModified": "2023-09-11",
   "datePublished": "2023-10-31"
 }
diff --git a/instructor/section_submission_per_journal.html b/instructor/section_submission_per_journal.html
index 21bd3b26..78e4c4b6 100644
--- a/instructor/section_submission_per_journal.html
+++ b/instructor/section_submission_per_journal.html
@@ -18,15 +18,7 @@
   <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 alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="background: #FFC700; border-radius: 5px"></i>
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
-        
-      </div>
+        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"></div>
     </div>
     <div class="selector-container">
       
@@ -603,7 +595,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "creativeWorkStatus": "active",
   "url": "https://carpentries.github.io/workbench-template-md/instructor/section_submission_per_journal.html",
   "identifier": "https://carpentries.github.io/workbench-template-md/instructor/section_submission_per_journal.html",
-  "dateCreated": "2023-09-18",
+  "dateCreated": "2023-10-31",
   "dateModified": "2023-09-14",
   "datePublished": "2023-10-31"
 }
diff --git a/instructor/section_submit_data.html b/instructor/section_submit_data.html
index 252c9ee8..25dc3a08 100644
--- a/instructor/section_submit_data.html
+++ b/instructor/section_submit_data.html
@@ -18,15 +18,7 @@
   <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 alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="background: #FFC700; border-radius: 5px"></i>
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
-        
-      </div>
+        <img alt="Carpentries Incubator" src="../assets/images/incubator-logo.svg"></div>
     </div>
     <div class="selector-container">
       
@@ -965,7 +957,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "creativeWorkStatus": "active",
   "url": "https://carpentries.github.io/workbench-template-md/instructor/section_submit_data.html",
   "identifier": "https://carpentries.github.io/workbench-template-md/instructor/section_submit_data.html",
-  "dateCreated": "2023-09-18",
+  "dateCreated": "2023-10-31",
   "dateModified": "2023-09-15",
   "datePublished": "2023-10-31"
 }
diff --git a/key-points.html b/key-points.html
index 6919f241..215f19bc 100644
--- a/key-points.html
+++ b/key-points.html
@@ -33,15 +33,8 @@
   <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 alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="background: #FFC700; border-radius: 5px"></i>
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
-        
-      </div>
+        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg">
+</div>
     </div>
     <div class="selector-container">
       
@@ -496,7 +489,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "creativeWorkStatus": "active",
   "url": "https://carpentries.github.io/workbench-template-md/key-points.html",
   "identifier": "https://carpentries.github.io/workbench-template-md/key-points.html",
-  "dateCreated": "2023-09-18",
+  "dateCreated": "2023-10-31",
   "dateModified": "2023-10-31",
   "datePublished": "2023-10-31"
 }
diff --git a/md5sum.txt b/md5sum.txt
index e9690e02..16b9c817 100644
--- a/md5sum.txt
+++ b/md5sum.txt
@@ -1,7 +1,7 @@
 "file" "checksum" "built" "date"
 "CODE_OF_CONDUCT.md" "c93c83c630db2fe2462240bf72552548" "site/built/CODE_OF_CONDUCT.md" "2022-08-05"
 "LICENSE.md" "afaf427b4223952624dcb6d8ded53ec0" "site/built/LICENSE.md" "2022-04-22"
-"config.yaml" "e7f0c13e8a6234babd42939c47471381" "site/built/config.yaml" "2023-09-14"
+"config.yaml" "82af3ae54257fd92f3ff40da4c1c410f" "site/built/config.yaml" "2023-10-31"
 "index.md" "92f85d596520f332ccec5fde5c1f420e" "site/built/index.md" "2023-07-05"
 "links.md" "9f1d93604c4f0f109b23601f91d3bf78" "site/built/links.md" "2023-09-15"
 "episodes/section1_intro.md" "b398ebf7c87a8cdcf53da198f8d7efc6" "site/built/section1_intro.md" "2023-09-14"
@@ -12,6 +12,6 @@
 "episodes/section_data_curation.md" "7762c4a4bfadb80226d6d18f283c0804" "site/built/section_data_curation.md" "2023-09-11"
 "episodes/section_eosc.md" "602f27426f3498b4beeb9b8b0ee4a4b1" "site/built/section_eosc.md" "2023-09-07"
 "instructors/instructor-notes.md" "60b93493cf1da06dfd63255d73854461" "site/built/instructor-notes.md" "2022-04-22"
-"learners/setup.md" "199f3ab2dbee84215e973de8bf91e934" "site/built/setup.md" "2023-09-18"
+"learners/setup.md" "b15617b6c6ce0a7c960e2b10f2505477" "site/built/setup.md" "2023-10-31"
 "learners/reference.md" "bfa491f8cf0002c2efaeb527354f5b14" "site/built/reference.md" "2023-08-30"
 "profiles/learner-profiles.md" "60b93493cf1da06dfd63255d73854461" "site/built/learner-profiles.md" "2022-04-22"
diff --git a/pkgdown.yml b/pkgdown.yml
index 57bde6e7..427ba018 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -2,5 +2,5 @@ pandoc: 2.19.2
 pkgdown: 2.0.7
 pkgdown_sha: ~
 articles: {}
-last_built: 2023-10-31T01:05Z
+last_built: 2023-10-31T11:57Z
 
diff --git a/profiles.html b/profiles.html
index 51716601..55c78b0b 100644
--- a/profiles.html
+++ b/profiles.html
@@ -18,15 +18,7 @@
   <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 alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="background: #FFC700; border-radius: 5px"></i>
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
-        
-      </div>
+        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"></div>
     </div>
     <div class="selector-container">
       
@@ -327,7 +319,7 @@ <h1>Learner Profiles</h1>
   "creativeWorkStatus": "active",
   "url": "https://carpentries.github.io/workbench-template-md/profiles.html",
   "identifier": "https://carpentries.github.io/workbench-template-md/profiles.html",
-  "dateCreated": "2023-09-18",
+  "dateCreated": "2023-10-31",
   "dateModified": "2023-10-31",
   "datePublished": "2023-10-31"
 }
diff --git a/reference.html b/reference.html
index b4584b31..cf64cbdf 100644
--- a/reference.html
+++ b/reference.html
@@ -18,15 +18,7 @@
   <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 alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="background: #FFC700; border-radius: 5px"></i>
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
-        
-      </div>
+        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"></div>
     </div>
     <div class="selector-container">
       
@@ -382,7 +374,7 @@ <h1>Reference</h1>
   "creativeWorkStatus": "active",
   "url": "https://carpentries.github.io/workbench-template-md/reference.html",
   "identifier": "https://carpentries.github.io/workbench-template-md/reference.html",
-  "dateCreated": "2023-09-18",
+  "dateCreated": "2023-10-31",
   "dateModified": "2023-08-30",
   "datePublished": "2023-10-31"
 }
diff --git a/section1_intro.html b/section1_intro.html
index 577d55ab..28329aee 100644
--- a/section1_intro.html
+++ b/section1_intro.html
@@ -18,15 +18,7 @@
   <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 alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="background: #FFC700; border-radius: 5px"></i>
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
-        
-      </div>
+        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"></div>
     </div>
     <div class="selector-container">
       
@@ -560,7 +552,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "creativeWorkStatus": "active",
   "url": "https://carpentries.github.io/workbench-template-md/section1_intro.html",
   "identifier": "https://carpentries.github.io/workbench-template-md/section1_intro.html",
-  "dateCreated": "2023-09-18",
+  "dateCreated": "2023-10-31",
   "dateModified": "2023-09-14",
   "datePublished": "2023-10-31"
 }
diff --git a/section_data_curation.html b/section_data_curation.html
index ec102af4..72a263b4 100644
--- a/section_data_curation.html
+++ b/section_data_curation.html
@@ -18,15 +18,7 @@
   <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 alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="background: #FFC700; border-radius: 5px"></i>
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
-        
-      </div>
+        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"></div>
     </div>
     <div class="selector-container">
       
@@ -668,7 +660,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "creativeWorkStatus": "active",
   "url": "https://carpentries.github.io/workbench-template-md/section_data_curation.html",
   "identifier": "https://carpentries.github.io/workbench-template-md/section_data_curation.html",
-  "dateCreated": "2023-09-18",
+  "dateCreated": "2023-10-31",
   "dateModified": "2023-09-11",
   "datePublished": "2023-10-31"
 }
diff --git a/section_eosc.html b/section_eosc.html
index e6c736fc..a1b0b8f4 100644
--- a/section_eosc.html
+++ b/section_eosc.html
@@ -18,15 +18,7 @@
   <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 alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="background: #FFC700; border-radius: 5px"></i>
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
-        
-      </div>
+        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"></div>
     </div>
     <div class="selector-container">
       
@@ -600,7 +592,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "creativeWorkStatus": "active",
   "url": "https://carpentries.github.io/workbench-template-md/section_eosc.html",
   "identifier": "https://carpentries.github.io/workbench-template-md/section_eosc.html",
-  "dateCreated": "2023-09-18",
+  "dateCreated": "2023-10-31",
   "dateModified": "2023-09-07",
   "datePublished": "2023-10-31"
 }
diff --git a/section_fair_astro.html b/section_fair_astro.html
index 1ec5682a..28c6c8d4 100644
--- a/section_fair_astro.html
+++ b/section_fair_astro.html
@@ -18,15 +18,7 @@
   <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 alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="background: #FFC700; border-radius: 5px"></i>
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
-        
-      </div>
+        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"></div>
     </div>
     <div class="selector-container">
       
@@ -387,7 +379,7 @@ <h4 class="accordion-header" id="headingSolution1">
   To be Findable
   </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 first step before reusing the data is to be able to find them.
 The metadata and data should be easy to find for <strong>both humans and
@@ -409,7 +401,7 @@ <h4 class="accordion-header" id="headingSolution2">
   To be Accessible
   </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>Once the data can be found, the user needs to know how to access
 them. That could include authentification and authorisation. The
@@ -435,7 +427,7 @@ <h4 class="accordion-header" id="headingSolution3">
   To be Interoperable
   </h4>
 </button>
-<div id="collapseSolution3" class="accordion-collapse collapse" data-bs-parent="#accordionSolution3" aria-labelledby="headingSolution3">
+<div id="collapseSolution3" class="accordion-collapse collapse" aria-labelledby="headingSolution3" data-bs-parent="#accordionSolution3">
 <div class="accordion-body">
 <p>Those data can then be combined with different datasets, and
 interoperate with other applications or workflows for analysis, storage,
@@ -455,7 +447,7 @@ <h4 class="accordion-header" id="headingSolution4">
   To be Reusable
   </h4>
 </button>
-<div id="collapseSolution4" class="accordion-collapse collapse" data-bs-parent="#accordionSolution4" aria-labelledby="headingSolution4">
+<div id="collapseSolution4" class="accordion-collapse collapse" aria-labelledby="headingSolution4" data-bs-parent="#accordionSolution4">
 <div class="accordion-body">
 <p>The ultimate goal of FAIR is to optimise the reuse of data. To
 achieve this, metadata and data should be well-described, including a
@@ -656,7 +648,7 @@ <h4 class="accordion-header" id="headingHint1">
   Give me a hint
   </h4>
 </button>
-<div id="collapseHint1" class="accordion-collapse collapse" data-bs-parent="#accordionHint1" aria-labelledby="headingHint1">
+<div id="collapseHint1" class="accordion-collapse collapse" aria-labelledby="headingHint1" data-bs-parent="#accordionHint1">
 <div class="accordion-body">
 <p>Look for these objects in <a href="http://simbad.cds.unistra.fr/simbad/" class="external-link">Simbad</a>.</p>
 <p>Can you find them?</p>
@@ -671,7 +663,7 @@ <h4 class="accordion-header" id="headingSolution5">
   Why is it improper?
   </h4>
 </button>
-<div id="collapseSolution5" class="accordion-collapse collapse" data-bs-parent="#accordionSolution5" aria-labelledby="headingSolution5">
+<div id="collapseSolution5" class="accordion-collapse collapse" aria-labelledby="headingSolution5" data-bs-parent="#accordionSolution5">
 <div class="accordion-body">
 <p>I1) Insufficient precision in RA and DEC causes confusion. In this
 case, it could correspond to many objects and different surveys.</p>
@@ -700,7 +692,7 @@ <h4 class="accordion-header" id="headingSolution6">
   Recommended usage
   </h4>
 </button>
-<div id="collapseSolution6" class="accordion-collapse collapse" data-bs-parent="#accordionSolution6" aria-labelledby="headingSolution6">
+<div id="collapseSolution6" class="accordion-collapse collapse" aria-labelledby="headingSolution6" data-bs-parent="#accordionSolution6">
 <div class="accordion-body">
 <p>R1) LAMOST J221750.59+210437.1 and SDSS J221746.82+210424.1 are
 potential matches for this incomplete name</p>
@@ -955,7 +947,7 @@ <h4 class="accordion-header" id="headingHint2">
   Why is it improper?
   </h4>
 </button>
-<div id="collapseHint2" class="accordion-collapse collapse" data-bs-parent="#accordionHint2" aria-labelledby="headingHint2">
+<div id="collapseHint2" class="accordion-collapse collapse" aria-labelledby="headingHint2" data-bs-parent="#accordionHint2">
 <div class="accordion-body">
 <p>The quality of the measurement is indicated using a superscript.
 Providing this information using an extra column will make the table
@@ -971,7 +963,7 @@ <h4 class="accordion-header" id="headingSolution7">
   Recommended usage
   </h4>
 </button>
-<div id="collapseSolution7" class="accordion-collapse collapse" data-bs-parent="#accordionSolution7" aria-labelledby="headingSolution7">
+<div id="collapseSolution7" class="accordion-collapse collapse" aria-labelledby="headingSolution7" data-bs-parent="#accordionSolution7">
 <div class="accordion-body">
 <table class="table"><thead><tr class="header"><th>Object</th>
 <th align="center">Redshift</th>
@@ -1152,7 +1144,7 @@ <h4 class="accordion-header" id="headingSolution8">
   List of solutions
   </h4>
 </button>
-<div id="collapseSolution8" class="accordion-collapse collapse" data-bs-parent="#accordionSolution8" aria-labelledby="headingSolution8">
+<div id="collapseSolution8" class="accordion-collapse collapse" aria-labelledby="headingSolution8" data-bs-parent="#accordionSolution8">
 <div class="accordion-body">
 <table class="table"><colgroup><col width="39%"><col width="60%"></colgroup><thead><tr class="header"><th>Names as published</th>
 <th>Possible interpretation</th>
@@ -1344,7 +1336,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "creativeWorkStatus": "active",
   "url": "https://carpentries.github.io/workbench-template-md/section_fair_astro.html",
   "identifier": "https://carpentries.github.io/workbench-template-md/section_fair_astro.html",
-  "dateCreated": "2023-09-18",
+  "dateCreated": "2023-10-31",
   "dateModified": "2023-09-15",
   "datePublished": "2023-10-31"
 }
diff --git a/section_prepare_data.html b/section_prepare_data.html
index d7416cea..ca1ab184 100644
--- a/section_prepare_data.html
+++ b/section_prepare_data.html
@@ -18,15 +18,7 @@
   <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 alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="background: #FFC700; border-radius: 5px"></i>
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
-        
-      </div>
+        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"></div>
     </div>
     <div class="selector-container">
       
@@ -584,7 +576,7 @@ <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">
 <p>R1) No: filenames should be in lowercase.</p>
 <p>R2) No: filename too long. This filename will be shortened afterwards
@@ -717,7 +709,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "creativeWorkStatus": "active",
   "url": "https://carpentries.github.io/workbench-template-md/section_prepare_data.html",
   "identifier": "https://carpentries.github.io/workbench-template-md/section_prepare_data.html",
-  "dateCreated": "2023-09-18",
+  "dateCreated": "2023-10-31",
   "dateModified": "2023-09-11",
   "datePublished": "2023-10-31"
 }
diff --git a/section_submission_per_journal.html b/section_submission_per_journal.html
index a335c6dd..443f28d2 100644
--- a/section_submission_per_journal.html
+++ b/section_submission_per_journal.html
@@ -18,15 +18,7 @@
   <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 alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="background: #FFC700; border-radius: 5px"></i>
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
-        
-      </div>
+        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"></div>
     </div>
     <div class="selector-container">
       
@@ -602,7 +594,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "creativeWorkStatus": "active",
   "url": "https://carpentries.github.io/workbench-template-md/section_submission_per_journal.html",
   "identifier": "https://carpentries.github.io/workbench-template-md/section_submission_per_journal.html",
-  "dateCreated": "2023-09-18",
+  "dateCreated": "2023-10-31",
   "dateModified": "2023-09-14",
   "datePublished": "2023-10-31"
 }
diff --git a/section_submit_data.html b/section_submit_data.html
index 62c87fac..0ffc3b78 100644
--- a/section_submit_data.html
+++ b/section_submit_data.html
@@ -18,15 +18,7 @@
   <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 alpha phase, which means that it has been taught once and lesson authors are iterating on feedback." style="text-decoration: unset">
-           
-          <a href="https://cdh.carpentries.org/the-lesson-life-cycle.html#field-testing-alpha-stage" class="external-link alert-link" style="color: #383838">Alpha
-            <i aria-hidden="true" class="icon" data-feather="alert-triangle" style="background: #FFC700; border-radius: 5px"></i>
-          </a>
-          <span class="visually-hidden">This lesson is in the alpha phase, which means that it has been taught once and lesson authors are iterating on feedback.</span>
-        </abbr>
-        
-      </div>
+        <img alt="Carpentries Incubator" src="assets/images/incubator-logo.svg"></div>
     </div>
     <div class="selector-container">
       
@@ -964,7 +956,7 @@ <h3 class="callout-title">Keypoints<a class="anchor" aria-label="anchor" href="#
   "creativeWorkStatus": "active",
   "url": "https://carpentries.github.io/workbench-template-md/section_submit_data.html",
   "identifier": "https://carpentries.github.io/workbench-template-md/section_submit_data.html",
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+  "dateCreated": "2023-10-31",
   "dateModified": "2023-09-15",
   "datePublished": "2023-10-31"
 }