Notebooks todos sem resultados fase 4

classifier/outputs/analysis/phase2_story_summary.json

@@ -6,33 +6,32 @@
     {
       "choice": "input size",
       "decision": "224x224",
-      "evidence": "ResNet18 improves from 0.9366 to 0.9660 AUC.",
+      "evidence": "ResNet18 improves from AUC 0.9366 to 0.9660.",
       "confidence": "high"
     },
     {
       "choice": "face crop",
       "decision": "enable",
-      "evidence": "Best run is p2c_resnet18_facecrop with AUC 0.9755.",
+      "evidence": "Best Phase 2 run is p2c_resnet18_facecrop with AUC 0.9755.",
       "confidence": "medium-high"
     },
     {
       "choice": "augmentation",
       "decision": "disable for current 20% setting",
-      "evidence": "p2e_resnet18_facecrop_aug is 0.9737, below facecrop-only 0.9755; SimpleCNN drops sharply.",
+      "evidence": "p2e_resnet18_facecrop_aug reaches AUC 0.9737, below facecrop-only 0.9755; SimpleCNN drops sharply.",
       "confidence": "low"
     },
     {
       "choice": "normalization",
       "decision": "ImageNet/default",
-      "evidence": "real_norm is only +0.0018 and is less aligned with pretrained weights.",
+      "evidence": "real_norm is only +0.0018 AUC and is less aligned with pretrained ImageNet weights.",
       "confidence": "medium"
     },
     {
       "choice": "source generalization",
       "decision": "report as limitation and diagnostic target",
-      "evidence": "Holdout text2img and insight pairwise AUC drop to 0.7595 and 0.8421.",
+      "evidence": "Holding out text2img and insight drops pairwise AUC to 0.7595 and 0.8421.",
       "confidence": "high"
     }
-  ],
-  "note": "Generated by 04_phase2_analysis.ipynb when this cell is executed."
+  ]
 }