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diff --git a/_quarto.yml b/_quarto.yml
@@ -5,7 +5,7 @@ project:
 book:
   title: "ScholarLed catalogue"
   author: "Simon Bowie"
-  date: "2025-02-28"
+  date: "2025-03-01"
   chapters:
     - index.qmd
     - all_press.nbconvert.ipynb

diff --git a/_quarto.yml.bak b/_quarto.yml.bak
@@ -5,7 +5,7 @@ project:
 book:
   title: "ScholarLed catalogue"
   author: "Simon Bowie"
-  date: "2025-02-27"
+  date: "2025-02-28"
   chapters:
     - index.qmd
     - all_press.nbconvert.ipynb

diff --git a/african_press.nbconvert.ipynb b/african_press.nbconvert.ipynb
@@ -32,7 +32,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Last updated: 2025-02-28 01:00:10\n"
+      "Last updated: 2025-03-01 01:00:11\n"
      ]
     }
    ],
@@ -61,7 +61,7 @@
       "\n",
       "### Education Research in African Contexts: Traditions and New Beginnings for Knowledge and Impact\n",
       "\n",
-      "<img src=\"https://books.africanminds.co.za/10.47622/9781067253509_frontcover.png\" alt=\"cover for Education Research in African Contexts: Traditions and New Beginnings for Knowledge and Impact\" width=\"300\"/>\n",
+      "<img src=\"https://books.africanminds.co.za/10.47622/9781067253509_frontcover.jpg\" alt=\"cover for Education Research in African Contexts: Traditions and New Beginnings for Knowledge and Impact\" width=\"300\"/>\n",
       "\n",
       "Editor: Paul Webb\n",
       "\n",

diff --git a/all_press.nbconvert.ipynb b/all_press.nbconvert.ipynb
@@ -32,7 +32,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Last updated: 2025-02-28 01:00:14\n"
+      "Last updated: 2025-03-01 01:00:15\n"
      ]
     }
    ],
@@ -61,7 +61,7 @@
       "\n",
       "### Winter Light: On Late Life's Radiance\n",
       "\n",
-      "<img src=\"https://cloud.punctumbooks.com/s/DdDmDLGWTanst2W/download\" alt=\"cover for Winter Light: On Late Life's Radiance\" width=\"300\"/>\n",
+      "<img src=\"https://books.punctumbooks.com/10.53288/0533.1.00_frontcover.jpg\" alt=\"cover for Winter Light: On Late Life's Radiance\" width=\"300\"/>\n",
       "\n",
       "Author: Douglas J. Penick\n",
       "\n",
@@ -91,6 +91,21 @@
       "\n",
       "\n",
       "\n",
+      "### Bacterial Genomes: Trees and Networks\n",
+      "\n",
+      "<img src=\"https://books.openbookpublishers.com/10.11647/obp.0446_frontcover.jpg\" alt=\"cover for Bacterial Genomes: Trees and Networks\" width=\"300\"/>\n",
+      "\n",
+      "Author: Aswin Sai Narain Seshasayee\n",
+      "\n",
+      "Cambridge, UK: Open Book Publishers, 2025\n",
+      "\n",
+      "[https://doi.org/10.11647/OBP.0446](https://doi.org/10.11647/OBP.0446)\n",
+      "\n",
+      "In Bacterial Genomes, the evolutionary and regulatory processes that shape bacterial life are brought to life. This textbook offers a conceptual exploration of how bacterial genomes are organized, how they evolve, and how their genetic information is interpreted through intricate molecular networks. Drawing on both cutting-edge research and the historical milestones that shaped microbiology, it illuminates how bacteria navigate the intersection of genetic adaptation and ecological resilience.\n",
+      "\n",
+      "\n",
+      "\n",
+      "\n",
       "### The Field Guide to Mixing Social and Biophysical Methods in Environmental Research\n",
       "\n",
       "<img src=\"https://books.openbookpublishers.com/10.11647/obp.0418_frontcover.jpg\" alt=\"cover for The Field Guide to Mixing Social and Biophysical Methods in Environmental Research\" width=\"300\"/>\n",
@@ -526,7 +541,7 @@
       "\n",
       "### Education Research in African Contexts: Traditions and New Beginnings for Knowledge and Impact\n",
       "\n",
-      "<img src=\"https://books.africanminds.co.za/10.47622/9781067253509_frontcover.png\" alt=\"cover for Education Research in African Contexts: Traditions and New Beginnings for Knowledge and Impact\" width=\"300\"/>\n",
+      "<img src=\"https://books.africanminds.co.za/10.47622/9781067253509_frontcover.jpg\" alt=\"cover for Education Research in African Contexts: Traditions and New Beginnings for Knowledge and Impact\" width=\"300\"/>\n",
       "\n",
       "Editor: Paul Webb\n",
       "\n",
@@ -1793,25 +1808,6 @@
       "\n",
       "\n",
       "\n",
-      "\n",
-      "### Neural Networks\n",
-      "\n",
-      "<img src=\"https://meson.press/wp-content/uploads/2024/05/978-3-95796-083-2-Neural-Networks-300dpi.jpg\" alt=\"cover for Neural Networks\" width=\"300\"/>\n",
-      "\n",
-      "Author: Ranjodh Singh Dhaliwal\n",
-      "\n",
-      "Author: Théo Lepage-Richer\n",
-      "\n",
-      "Author: Lucy Suchman\n",
-      "\n",
-      "Lüneburg: meson press, 2024\n",
-      "\n",
-      "[https://doi.org/10.14619/0832](https://doi.org/10.14619/0832)\n",
-      "\n",
-      "Neural Networks proposes to reconstruct situated practices, social histories, mediating techniques, and ontological assumptions that inform the computational project of the same name. If so-called machine learning comprises a statistical approach to pattern extraction, then neural networks can be defined as a biologically inspired model that relies on probabilistically weighted neuron-like units to identify such patterns. Far from signaling the ultimate convergence of human and machine intelligence, however, neural networks highlight the technologization of neurophysiology that characterizes virtually all strands of neuroscientific and AI research of the past century. Taking this traffic as its starting point, this volume explores how cognition came to be constructed as essentially computational in nature, to the point of underwriting a technologized view of human biology, psychology, and sociability, and how countermovements provide resources for thinking otherwise.\n",
-      "\n",
-      "\n",
-      "\n",
       "\n"
      ]
     }

diff --git a/docs/ScholarLed-catalogue.pdf b/docs/ScholarLed-catalogue.pdf
diff --git a/docs/african_press.nbconvert.html b/docs/african_press.nbconvert.html
@@ -507,12 +507,12 @@ <h1 class="title d-none d-lg-block"><span class="chapter-title">African Minds</s
 
 <p>This page shows the latest publications (in descending order of publication date) from <a href="https://www.africanminds.co.za/">African Minds</a>.</p>
 <p>Metadata is licensed as <a href="https://creativecommons.org/share-your-work/public-domain/cc0/">Creative Commons Zero (CC0)</a> and is retrieved from <a href="https://thoth.pub/">Thoth</a>’s open APIs.</p>
-<p>Last updated: 2025-02-28 01:00:10</p>
+<p>Last updated: 2025-03-01 01:00:11</p>
 <section id="december-2024" class="level2">
 <h2 class="anchored" data-anchor-id="december-2024">December 2024</h2>
 <section id="education-research-in-african-contexts-traditions-and-new-beginnings-for-knowledge-and-impact" class="level3">
 <h3 class="anchored" data-anchor-id="education-research-in-african-contexts-traditions-and-new-beginnings-for-knowledge-and-impact">Education Research in African Contexts: Traditions and New Beginnings for Knowledge and Impact</h3>
-<p><img src="https://books.africanminds.co.za/10.47622/9781067253509_frontcover.png" alt="cover for Education Research in African Contexts: Traditions and New Beginnings for Knowledge and Impact" width="300"></p>
+<p><img src="https://books.africanminds.co.za/10.47622/9781067253509_frontcover.jpg" alt="cover for Education Research in African Contexts: Traditions and New Beginnings for Knowledge and Impact" width="300"></p>
 <p>Editor: Paul Webb</p>
 <p>Editor: Mathabo Khau</p>
 <p>Editor: Proscovia Namubiru Ssentamu</p>

diff --git a/docs/all_press.nbconvert.html b/docs/all_press.nbconvert.html
@@ -215,6 +215,7 @@ <h2 id="toc-title">Table of contents</h2>
   <ul class="collapse">
   <li><a href="#winter-light-on-late-lifes-radiance" id="toc-winter-light-on-late-lifes-radiance" class="nav-link" data-scroll-target="#winter-light-on-late-lifes-radiance">Winter Light: On Late Life’s Radiance</a></li>
   <li><a href="#the-making-of-les-immatériaux" id="toc-the-making-of-les-immatériaux" class="nav-link" data-scroll-target="#the-making-of-les-immatériaux">The Making of Les Immatériaux</a></li>
+  <li><a href="#bacterial-genomes-trees-and-networks" id="toc-bacterial-genomes-trees-and-networks" class="nav-link" data-scroll-target="#bacterial-genomes-trees-and-networks">Bacterial Genomes: Trees and Networks</a></li>
   <li><a href="#the-field-guide-to-mixing-social-and-biophysical-methods-in-environmental-research" id="toc-the-field-guide-to-mixing-social-and-biophysical-methods-in-environmental-research" class="nav-link" data-scroll-target="#the-field-guide-to-mixing-social-and-biophysical-methods-in-environmental-research">The Field Guide to Mixing Social and Biophysical Methods in Environmental Research</a></li>
   <li><a href="#two-early-byzantine-bible-manuscripts-in-christian-palestinian-aramaic-codex-climaci-rescriptus-ii-xi" id="toc-two-early-byzantine-bible-manuscripts-in-christian-palestinian-aramaic-codex-climaci-rescriptus-ii-xi" class="nav-link" data-scroll-target="#two-early-byzantine-bible-manuscripts-in-christian-palestinian-aramaic-codex-climaci-rescriptus-ii-xi">Two Early Byzantine Bible Manuscripts in Christian Palestinian Aramaic: Codex Climaci Rescriptus II &amp; XI</a></li>
   <li><a href="#the-fight-for-black-liberation-breaking-the-political-strings-in-the-trump-era" id="toc-the-fight-for-black-liberation-breaking-the-political-strings-in-the-trump-era" class="nav-link" data-scroll-target="#the-fight-for-black-liberation-breaking-the-political-strings-in-the-trump-era">The Fight for Black Liberation: Breaking the Political Strings in the Trump Era</a></li>
@@ -342,7 +343,6 @@ <h2 id="toc-title">Table of contents</h2>
   <li><a href="#alone-in-the-dark-cinephilia-and-the-heroic-imagination" id="toc-alone-in-the-dark-cinephilia-and-the-heroic-imagination" class="nav-link" data-scroll-target="#alone-in-the-dark-cinephilia-and-the-heroic-imagination">Alone in the Dark: Cinephilia and the Heroic Imagination</a></li>
   <li><a href="#a-grammar-of-the-jewish-arabic-dialect-of-gabes" id="toc-a-grammar-of-the-jewish-arabic-dialect-of-gabes" class="nav-link" data-scroll-target="#a-grammar-of-the-jewish-arabic-dialect-of-gabes">A Grammar of the Jewish Arabic Dialect of Gabes</a></li>
   <li><a href="#tangible-and-intangible-heritage-in-the-age-of-globalisation" id="toc-tangible-and-intangible-heritage-in-the-age-of-globalisation" class="nav-link" data-scroll-target="#tangible-and-intangible-heritage-in-the-age-of-globalisation">Tangible and Intangible Heritage in the Age of Globalisation</a></li>
-  <li><a href="#neural-networks" id="toc-neural-networks" class="nav-link" data-scroll-target="#neural-networks">Neural Networks</a></li>
   </ul></li>
   </ul>
 <div class="toc-actions"><div><i class="bi bi-github"></i></div><div class="action-links"><p><a href="https://github.dev/SimonXIX/scholarled_catalogue/blob/main/all_press.nbconvert.ipynb" class="toc-action">Edit this page</a></p></div></div></nav>
@@ -369,12 +369,12 @@ <h1 class="title d-none d-lg-block"><span class="chapter-title">All ScholarLed p
 
 <p>This page shows the latest publications (in descending order of publication date) from all of the open access publishers in the <a href="https://scholarled.org/">ScholarLed</a> consortium (<a href="https://www.matteringpress.org/">Mattering Press</a>, <a href="https://meson.press/">meson press</a>, <a href="https://www.openbookpublishers.com/">Open Book Publishers</a>, <a href="https://punctumbooks.com/">punctum books</a>, <a href="https://www.africanminds.co.za/">African Minds</a>, and <a href="https://www.mediastudies.press/">mediastudies.press</a>).</p>
 <p>Metadata is licensed as <a href="https://creativecommons.org/share-your-work/public-domain/cc0/">Creative Commons Zero (CC0)</a> and is retrieved from <a href="https://thoth.pub/">Thoth</a>’s open APIs.</p>
-<p>Last updated: 2025-02-28 01:00:14</p>
+<p>Last updated: 2025-03-01 01:00:15</p>
 <section id="february-2025" class="level2">
 <h2 class="anchored" data-anchor-id="february-2025">February 2025</h2>
 <section id="winter-light-on-late-lifes-radiance" class="level3">
 <h3 class="anchored" data-anchor-id="winter-light-on-late-lifes-radiance">Winter Light: On Late Life’s Radiance</h3>
-<p><img src="https://cloud.punctumbooks.com/s/DdDmDLGWTanst2W/download" alt="cover for Winter Light: On Late Life's Radiance" width="300"></p>
+<p><img src="https://books.punctumbooks.com/10.53288/0533.1.00_frontcover.jpg" alt="cover for Winter Light: On Late Life's Radiance" width="300"></p>
 <p>Author: Douglas J. Penick</p>
 <p>Earth, Milky Way: punctum books, 2025</p>
 <p><a href="https://doi.org/10.53288/0533.1.00">https://doi.org/10.53288/0533.1.00</a></p>
@@ -389,6 +389,14 @@ <h3 class="anchored" data-anchor-id="the-making-of-les-immatériaux">The Making
 <p>Broeckmann’s book provides the first comprehensive account of the preparation of this epochal event. It shows how the exhibition resulted from multiple, collaborative and interdisciplinary trajectories in such diverse fields as contemporary art, architecture, science, and network media. Based on extensive archival research, The Making of Les Immatériaux offers detailed insights into the curatorial process. Throughout its ten chapters, the book highlights the different forms of cooperation among the people involved in the conception of the exhibition, including Lyotard, Chaput, the team at the Centre de Création Industrielle, and their consultations with artists, theorists, and scientists.</p>
 <p>Les Immatériaux marks a pivotal point in the history of exhibitions in the 20th century because it gave important impulses for the organisation, design and structure of interdisciplinary exhibitions. Broeckmann discusses the place of Les Immatériaux in the broader context of this history, examining the epistemology of exhibits, curatorial agency, and interdisciplinarity in research networks. The book takes up current questions about the relationship between materiality and immateriality, between subjectivity and thinghood, and shows how Les Immatériaux continues to offer a significant contribution to debates that over the last decades have become ever more urgent.</p>
 </section>
+<section id="bacterial-genomes-trees-and-networks" class="level3">
+<h3 class="anchored" data-anchor-id="bacterial-genomes-trees-and-networks">Bacterial Genomes: Trees and Networks</h3>
+<p><img src="https://books.openbookpublishers.com/10.11647/obp.0446_frontcover.jpg" alt="cover for Bacterial Genomes: Trees and Networks" width="300"></p>
+<p>Author: Aswin Sai Narain Seshasayee</p>
+<p>Cambridge, UK: Open Book Publishers, 2025</p>
+<p><a href="https://doi.org/10.11647/OBP.0446">https://doi.org/10.11647/OBP.0446</a></p>
+<p>In Bacterial Genomes, the evolutionary and regulatory processes that shape bacterial life are brought to life. This textbook offers a conceptual exploration of how bacterial genomes are organized, how they evolve, and how their genetic information is interpreted through intricate molecular networks. Drawing on both cutting-edge research and the historical milestones that shaped microbiology, it illuminates how bacteria navigate the intersection of genetic adaptation and ecological resilience.</p>
+</section>
 <section id="the-field-guide-to-mixing-social-and-biophysical-methods-in-environmental-research" class="level3">
 <h3 class="anchored" data-anchor-id="the-field-guide-to-mixing-social-and-biophysical-methods-in-environmental-research">The Field Guide to Mixing Social and Biophysical Methods in Environmental Research</h3>
 <p><img src="https://books.openbookpublishers.com/10.11647/obp.0418_frontcover.jpg" alt="cover for The Field Guide to Mixing Social and Biophysical Methods in Environmental Research" width="300"></p>
@@ -623,7 +631,7 @@ <h3 class="anchored" data-anchor-id="investing-in-the-structural-transformation-
 </section>
 <section id="education-research-in-african-contexts-traditions-and-new-beginnings-for-knowledge-and-impact" class="level3">
 <h3 class="anchored" data-anchor-id="education-research-in-african-contexts-traditions-and-new-beginnings-for-knowledge-and-impact">Education Research in African Contexts: Traditions and New Beginnings for Knowledge and Impact</h3>
-<p><img src="https://books.africanminds.co.za/10.47622/9781067253509_frontcover.png" alt="cover for Education Research in African Contexts: Traditions and New Beginnings for Knowledge and Impact" width="300"></p>
+<p><img src="https://books.africanminds.co.za/10.47622/9781067253509_frontcover.jpg" alt="cover for Education Research in African Contexts: Traditions and New Beginnings for Knowledge and Impact" width="300"></p>
 <p>Editor: Paul Webb</p>
 <p>Editor: Mathabo Khau</p>
 <p>Editor: Proscovia Namubiru Ssentamu</p>
@@ -1304,16 +1312,6 @@ <h3 class="anchored" data-anchor-id="tangible-and-intangible-heritage-in-the-age
 <p>Cambridge, UK: Open Book Publishers, 2024</p>
 <p><a href="https://doi.org/10.11647/OBP.0388">https://doi.org/10.11647/OBP.0388</a></p>
 <p>Tangible and Intangible Heritage in the Age of Globalisation offers a rich collection of perspectives on the complex interplay between tangible and intangible heritage. These essays illustrate the need to redefine heritage as an interdisciplinary and intercultural concept. They interrogate heritage paradigms while also providing concrete recommendations to promote the preservation of physical heritage spaces, and the cultural practices and social relationships that depend on them.</p>
-</section>
-<section id="neural-networks" class="level3">
-<h3 class="anchored" data-anchor-id="neural-networks">Neural Networks</h3>
-<p><img src="https://meson.press/wp-content/uploads/2024/05/978-3-95796-083-2-Neural-Networks-300dpi.jpg" alt="cover for Neural Networks" width="300"></p>
-<p>Author: Ranjodh Singh Dhaliwal</p>
-<p>Author: Théo Lepage-Richer</p>
-<p>Author: Lucy Suchman</p>
-<p>Lüneburg: meson press, 2024</p>
-<p><a href="https://doi.org/10.14619/0832">https://doi.org/10.14619/0832</a></p>
-<p>Neural Networks proposes to reconstruct situated practices, social histories, mediating techniques, and ontological assumptions that inform the computational project of the same name. If so-called machine learning comprises a statistical approach to pattern extraction, then neural networks can be defined as a biologically inspired model that relies on probabilistically weighted neuron-like units to identify such patterns. Far from signaling the ultimate convergence of human and machine intelligence, however, neural networks highlight the technologization of neurophysiology that characterizes virtually all strands of neuroscientific and AI research of the past century. Taking this traffic as its starting point, this volume explores how cognition came to be constructed as essentially computational in nature, to the point of underwriting a technologized view of human biology, psychology, and sociability, and how countermovements provide resources for thinking otherwise.</p>
 
 
 </section>

diff --git a/docs/index.html b/docs/index.html
@@ -7,7 +7,7 @@
 <meta name="viewport" content="width=device-width, initial-scale=1.0, user-scalable=yes">
 
 <meta name="author" content="Simon Bowie">
-<meta name="dcterms.date" content="2025-02-28">
+<meta name="dcterms.date" content="2025-03-01">
 
 <title>ScholarLed catalogue</title>
 <style>
@@ -238,7 +238,7 @@ <h1 class="title d-none d-lg-block">ScholarLed catalogue</h1>
     <div>
     <div class="quarto-title-meta-heading">Published</div>
     <div class="quarto-title-meta-contents">
-      <p class="date">February 28, 2025</p>
+      <p class="date">March 1, 2025</p>
     </div>
   </div>
 

diff --git a/docs/mattering_press.nbconvert.html b/docs/mattering_press.nbconvert.html
@@ -290,7 +290,7 @@ <h1 class="title d-none d-lg-block"><span class="chapter-title">Mattering Press<
 
 <p>This page shows the latest publications (in descending order of publication date) from <a href="https://www.matteringpress.org/">Mattering Press</a>.</p>
 <p>Metadata is licensed as <a href="https://creativecommons.org/share-your-work/public-domain/cc0/">Creative Commons Zero (CC0)</a> and is retrieved from <a href="https://thoth.pub/">Thoth</a>’s open APIs.</p>
-<p>Last updated: 2025-02-28 01:00:18</p>
+<p>Last updated: 2025-03-01 01:00:19</p>
 <section id="november-2023" class="level2">
 <h2 class="anchored" data-anchor-id="november-2023">November 2023</h2>
 <section id="the-ethnographic-case" class="level3">