Add paper link

app.py

@@ -787,7 +787,7 @@ with gr.Blocks(title="CODA: Wildlife Photo Classification Challenge",
                ) as demo:
     # Main page title
     gr.Markdown("# CODA: Consensus-Driven Active Model Selection", elem_classes="text-center")
-    gr.Markdown("*Figure out which model is best by actively annotating data.*", elem_classes="text-center")
+    gr.Markdown("*Figure out which model is best by actively annotating data. See <a href='https://www.arxiv.org/abs/2507.23771'>the paper</a> for more details!*", elem_classes="text-center")
 
     # Add buttons row
     with gr.Row():