Show predicted vs actual only (drop confidence/probs)

app.py

@@ -61,23 +61,21 @@ def _valid_indices():
 
 
 def _clip_view(i: int):
-    """Return (image_path, result_markdown) for gallery item i."""
+    """Return (image_path, result_markdown) for gallery item i — predicted vs actual only."""
     g = GALLERY[i]
     img = str(ASSETS / "gallery" / g.get("raw_gif", g.get("gif", "")))
-    verdict = "✅ **correct**" if g.get("correct") else f"❌ **incorrect** — true state is **{g['true']}**"
-    probs = g.get("probs", [])
-    bar = " · ".join(f"{LABELS3[k]} {probs[k]:.2f}" for k in range(len(probs))) if probs else ""
+    icon = "✅" if g.get("correct") else "❌"
     note = ""
     if not g.get("correct"):
         if g["true"] == "pre-mitosis" and g["pred"] == "interphase":
-            note = "\n\n*Why it fails: 'pre-mitosis' is a soft, lineage-defined window — this nucleus is morphologically identical to interphase (not yet rounded/condensed).*"
+            note = "\n\n*'Pre-mitosis' is a soft, lineage-defined window — this nucleus looks identical to interphase (not yet rounded/condensed).*"
         elif g["true"] == "mitosis":
-            note = "\n\n*A missed division — the rare, high-value event the metric weights most.*"
+            note = "\n\n*A missed division — the rare, high-value event.*"
         elif g["pred"] == "pre-mitosis":
             note = "\n\n*Over-called: interphase nucleus flagged as entering division.*"
-    md = (f"### Prediction: **{g['pred']}**  (confidence {g['conf']:.2f})\n\n"
-          f"{verdict}\n\n"
-          f"Per-class probability — {bar}{note}")
+    md = (f"### Predicted: **{g['pred']}**\n\n"
+          f"### Actual: **{g['true']}**\n\n"
+          f"{icon} {'correct' if g.get('correct') else 'incorrect'}{note}")
     return img, md