diff --git a/pages/publications/2023/harper2023framework/index.qmd b/pages/publications/2023/harper2023framework/index.qmd
index 2cc86ae..149b0b9 100644
--- a/pages/publications/2023/harper2023framework/index.qmd
+++ b/pages/publications/2023/harper2023framework/index.qmd
@@ -27,7 +27,7 @@ We present a simple framework to support sharing of executable healthcare discre
*The research artefacts in this conference paper are superceded by those in the full publication.*
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➤ View summary and research artefacts from full publication
diff --git a/pages/publications/2023/monks2023computer/index.qmd b/pages/publications/2023/monks2023computer/index.qmd
index 4c998e8..1a4bb46 100644
--- a/pages/publications/2023/monks2023computer/index.qmd
+++ b/pages/publications/2023/monks2023computer/index.qmd
@@ -22,7 +22,7 @@ Discrete-event simulation (DES) is a widely used computational method in health
## Research artefacts
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➤ View research summary and artefacts
diff --git a/pages/publications/2023/monks2023improving/index.qmd b/pages/publications/2023/monks2023improving/index.qmd
index e5532e0..6e4683f 100644
--- a/pages/publications/2023/monks2023improving/index.qmd
+++ b/pages/publications/2023/monks2023improving/index.qmd
@@ -26,11 +26,11 @@ To increase uptake of these methods, we provide an approach to structuring discr
## Research artefacts
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➤ Detailed online tutorial
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➤ GitHub
diff --git a/pages/publications/2024/harper2024deployable/index.qmd b/pages/publications/2024/harper2024deployable/index.qmd
index 787fff6..313944e 100644
--- a/pages/publications/2024/harper2024deployable/index.qmd
+++ b/pages/publications/2024/harper2024deployable/index.qmd
@@ -25,15 +25,15 @@ Methods or approaches from disciplines outside of OR modelling and Simulation (M
## Research artefacts
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➤ GitHub
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➤ Docker container
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➤ Code archive
diff --git a/pages/publications/2024/heather2024protocol/index.qmd b/pages/publications/2024/heather2024protocol/index.qmd
index 64c4463..1b2f7cc 100644
--- a/pages/publications/2024/heather2024protocol/index.qmd
+++ b/pages/publications/2024/heather2024protocol/index.qmd
@@ -31,14 +31,18 @@ This protocol will be used to assess the computational reproducibility of publis
## Research artefacts
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➤ Repository template
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➤ Test run of reproducibility protocol on Allen et al. 2020
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+ ➤ View the completed study (based on protocol)
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## Article
```{=html}
diff --git a/pages/publications/2024/monks2024towards/index.qmd b/pages/publications/2024/monks2024towards/index.qmd
index e1be1ca..95474bc 100644
--- a/pages/publications/2024/monks2024towards/index.qmd
+++ b/pages/publications/2024/monks2024towards/index.qmd
@@ -26,7 +26,7 @@ Discrete-event simulation (DES) is a widely used computational method in health
## Research artefacts
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➤ View research summary and artefacts
diff --git a/pages/publications/2025/heather2025reproducibility/index.qmd b/pages/publications/2025/heather2025reproducibility/index.qmd
index cf62f8b..fbd76c8 100644
--- a/pages/publications/2025/heather2025reproducibility/index.qmd
+++ b/pages/publications/2025/heather2025reproducibility/index.qmd
@@ -31,7 +31,7 @@ Reproducibility of computational research is critical for ensuring transparency,
## Research artefacts
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➤ View research summary and artefacts
diff --git a/pages/publications/2025/monks2025building/index.qmd b/pages/publications/2025/monks2025building/index.qmd
index 59039f6..00bdd55 100644
--- a/pages/publications/2025/monks2025building/index.qmd
+++ b/pages/publications/2025/monks2025building/index.qmd
@@ -31,11 +31,11 @@ This tutorial aims to support modellers working in healthcare research or practi
## Research artefacts
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➤ Interactive materials
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➤ GitHub
diff --git a/pages/publications/2025/monks2025unlocking/index.qmd b/pages/publications/2025/monks2025unlocking/index.qmd
index bc36612..afe249b 100644
--- a/pages/publications/2025/monks2025unlocking/index.qmd
+++ b/pages/publications/2025/monks2025unlocking/index.qmd
@@ -25,7 +25,7 @@ Discrete-event simulation (DES) is widely used in healthcare Operations Research
## Research artefacts
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➤ View research summary and artefacts
diff --git a/pages/research/motivation.qmd b/pages/research/motivation.qmd
index 5cb520a..4d43397 100644
--- a/pages/research/motivation.qmd
+++ b/pages/research/motivation.qmd
@@ -54,10 +54,10 @@ This experience helped shape later research into reproducibility and reuse in si
The team has since developed **open-source versions** of the stroke model in **Python** and **R**, freely available for others to use and adapt.
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➤ View Python version of the stroke model
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➤ View R version of the stroke model