METHODOLOGY: repo link, corrected script paths, license counts

colorado_v1/METHODOLOGY.json

@@ -12,8 +12,17 @@
       "cc-by-sa",
       "cc-by-nc"
     ],
-    "redistribution": "Image bytes not published (includes CC-BY-NC). Rebuild via scripts/build_inat_corpus.py using observation_id lists.",
-    "citation": "iNaturalist contributors. Observations retrieved via the iNaturalist API for research-grade records with photos."
+    "redistribution": "Image bytes not published (includes CC-BY-NC and ND material). Rebuild via training/scripts/build_inat_corpus.py in https://github.com/EdyVision/foliage-hunter using the observation_id lists.",
+    "citation": "iNaturalist contributors. Research-grade observations with photos retrieved via the iNaturalist API (https://api.inaturalist.org/v1/observations), October 2026. Per-photo licenses: cc-by-nc 1016, cc-by 301, cc0 47, cc-by-nc-nd 38, cc-by-nc-sa 28, cc-by-nd 6, cc-by-sa 4.",
+    "license_counts": {
+      "cc-by-nc": 1016,
+      "cc-by": 301,
+      "cc0": 47,
+      "cc-by-nc-nd": 38,
+      "cc-by-nc-sa": 28,
+      "cc-by-nd": 6,
+      "cc-by-sa": 4
+    }
   },
   "splits": {
     "train_manifest": "colorado_v1/train_manifest.jsonl",
@@ -30,11 +39,12 @@
     "prompt": "closed-set choose exactly one common name from species list"
   },
   "evaluation": {
-    "script": "scripts/ray/foliage_eval_job.py",
+    "script": "training/ray/foliage_eval_job.py",
     "metric": "generate-and-match common name (exact/substring, case-insensitive)",
     "n": 288,
     "hits": 245,
     "accuracy": 0.851,
     "results_file": "colorado_v1/eval_results.json"
-  }
+  },
+  "project_repo": "https://github.com/EdyVision/foliage-hunter"
 }