Link benchmark preprint from dashboard

app.py

@@ -2803,17 +2803,17 @@ app.layout = html.Div(
                         html.A("BEND-BCI", href="/", className="site-brand"),
                         html.Nav(
                             [
+                                html.Span(
+                                    ["Code & data", html.Small("coming soon")],
+                                    className="nav-placeholder",
+                                    title="Code and data will be released with the benchmark.",
+                                ),
                                 html.A(
-                                    "Code & data",
-                                    href="https://github.com/TangLab-UBC/behavior_benchmarking",
+                                    "Paper",
+                                    href="https://www.biorxiv.org/content/10.64898/2026.07.21.739953v1",
                                     target="_blank",
                                     rel="noopener noreferrer",
                                 ),
-                                html.Span(
-                                    ["Paper", html.Small("coming soon")],
-                                    className="nav-placeholder",
-                                    title="Manuscript link will be added on release.",
-                                ),
                                 html.Span(
                                     ["Submit a model", html.Small("coming soon")],
                                     className="nav-placeholder",
@@ -3192,11 +3192,10 @@ app.layout = html.Div(
         html.Footer(
             [
                 html.Span("BEND-BCI · Tang Lab"),
-                html.A(
-                    "Code & data",
-                    href="https://github.com/TangLab-UBC/behavior_benchmarking",
-                    target="_blank",
-                    rel="noopener noreferrer",
+                html.Span(
+                    ["Code & data", html.Small("coming soon")],
+                    className="nav-placeholder",
+                    title="Code and data will be released with the benchmark.",
                 ),
             ],
             className="provenance-footer",