diff --git a/models/active/production.json b/models/active/production.json
index 86a1dd0..e4db1a6 100644
--- a/models/active/production.json
+++ b/models/active/production.json
@@ -1,19 +1,38 @@
 {
-  "version": "yolo26n-seg-v4-noflip-mask1-2026-10-02",
+  "version": "yolo26s-seg-v5-s-noflip-mask1-2026-10-25",
   "export": "weights.pt",
-  "promoted_on": "2026-10-02",
+  "promoted_on": "2026-10-25",
   "promoted_by": "gate",
-  "run": "2026-10-01_v4-noflip-mask1",
+  "run": "2026-10-23_v5-s-noflip-mask1",
   "gate": {
-    "baseline": "/home/jungfrau/AareLC_train/models/registry/yolo26n-seg-v3-noflip-mask1-2026-09-30/gold_report.json",
-    "f1_delta": 0.015,
-    "mask_iou_delta": 0.0122,
-    "mask_score": 0.767,
-    "mask_score_baseline": 0.7547,
-    "matched_only_iou_delta": 0.0042,
+    "baseline": "/home/jungfrau/AareLC_train/models/registry/yolo26n-seg-v4-noflip-mask1-2026-10-02/gold_report.json",
+    "f1_delta": 0.0207,
+    "mask_iou_delta": 0.0104,
+    "mask_score": 0.6831,
+    "mask_score_baseline": 0.6726,
+    "matched_only_iou_delta": -0.002,
     "class_f1_delta": {
-      "loop_all": 0.024,
-      "pin": 0.0068
+      "loop_all": -0.0085,
+      "pin": 0.0064
+    },
+    "pass_point_rule": true,
+    "rule": "paired bootstrap",
+    "bootstrap": {
+      "frames": 335,
+      "mounts": 300,
+      "draws": 2000,
+      "f1": {
+        "delta": 0.0207,
+        "lo": -0.0028,
+        "hi": 0.0438,
+        "win": 0.961
+      },
+      "mask_score": {
+        "delta": 0.0104,
+        "lo": -0.0053,
+        "hi": 0.027,
+        "win": 0.9
+      }
     },
     "pass": true
   }
diff --git a/runs/2026-10-23_v5-s-noflip-mask1/metrics.json b/runs/2026-10-23_v5-s-noflip-mask1/metrics.json
index 0aea488..95844ce 100644
--- a/runs/2026-10-23_v5-s-noflip-mask1/metrics.json
+++ b/runs/2026-10-23_v5-s-noflip-mask1/metrics.json
@@ -53,5 +53,5 @@
     "mAP50-95(M)": 0.64104
   },
   "version": "yolo26s-seg-v5-s-noflip-mask1-2026-10-25",
-  "measured_at": "2026-10-25T09:47:58"
+  "measured_at": "2026-10-25T22:15:54"
 }
diff --git a/runs/2026-10-23_v5-s-noflip-mask1/run.json b/runs/2026-10-23_v5-s-noflip-mask1/run.json
index 03e684d..c3c2229 100644
--- a/runs/2026-10-23_v5-s-noflip-mask1/run.json
+++ b/runs/2026-10-23_v5-s-noflip-mask1/run.json
@@ -2,7 +2,7 @@
   "id": "2026-10-23_v5-s-noflip-mask1",
   "dataset": "dataset/2026-10-22_v5",
   "base_weights": "models/base/yolo26s-seg.pt",
-  "status": "gate_passed",
+  "status": "promoted",
   "created": "2026-10-23T03:53:49",
   "created_by": "jungfrau@mx-spark-01",
   "hyperparams": {
@@ -28,7 +28,7 @@
     "mean_mask_iou": 0.8613183483285363,
     "gate_pass": true,
     "baseline": "/home/jungfrau/AareLC_train/models/registry/yolo26n-seg-v4-noflip-mask1-2026-10-02/gold_report.json",
-    "measured_at": "2026-10-25T09:47:58"
+    "measured_at": "2026-10-25T22:15:54"
   },
   "history": [
     {
@@ -90,8 +90,32 @@
       "at": "2026-10-25T09:47:58",
       "by": "jungfrau@mx-spark-01",
       "note": "{\"baseline\": \"/home/jungfrau/AareLC_train/models/registry/yolo26n-seg-v4-noflip-mask1-2026-10-02/gold_report.json\", \"f1_delta\": 0.0207, \"mask_iou_delta\": 0.0104, \"mask_score\": 0.6831, \"mask_score_baseline\": 0.6726, \"matched_only_iou_delta\": -0.002, \"class_f1_delta\": {\"loop_all\": -0.0085, \"pin\": 0.0064}, \"pass_point_rule\": true, \"rule\": \"paired bootstrap\", \"bootstrap\": {\"frames\": 335, \"mounts\": 300, \"draws\": 2000, \"f1\": {\"delta\": 0.0207, \"lo\": -0.0028, \"hi\": 0.0438, \"win\": 0.961}, \"mask_score\": {\"delta\": 0.0104, \"lo\": -0.0053, \"hi\": 0.027, \"win\": 0.9}}, \"pass\": true}"
+    },
+    {
+      "status": "training",
+      "at": "2026-10-25T22:15:34",
+      "by": "jungfrau@mx-spark-01",
+      "note": "train_run.py"
+    },
+    {
+      "status": "measured",
+      "at": "2026-10-25T22:15:54",
+      "by": "jungfrau@mx-spark-01",
+      "note": ""
+    },
+    {
+      "status": "gate_passed",
+      "at": "2026-10-25T22:15:54",
+      "by": "jungfrau@mx-spark-01",
+      "note": "{\"baseline\": \"/home/jungfrau/AareLC_train/models/registry/yolo26n-seg-v4-noflip-mask1-2026-10-02/gold_report.json\", \"f1_delta\": 0.0207, \"mask_iou_delta\": 0.0104, \"mask_score\": 0.6831, \"mask_score_baseline\": 0.6726, \"matched_only_iou_delta\": -0.002, \"class_f1_delta\": {\"loop_all\": -0.0085, \"pin\": 0.0064}, \"pass_point_rule\": true, \"rule\": \"paired bootstrap\", \"bootstrap\": {\"frames\": 335, \"mounts\": 300, \"draws\": 2000, \"f1\": {\"delta\": 0.0207, \"lo\": -0.0028, \"hi\": 0.0438, \"win\": 0.961}, \"mask_score\": {\"delta\": 0.0104, \"lo\": -0.0053, \"hi\": 0.027, \"win\": 0.9}}, \"pass\": true}"
+    },
+    {
+      "status": "promoted",
+      "at": "2026-10-25T22:15:54",
+      "by": "jungfrau@mx-spark-01",
+      "note": "by the gate"
     }
   ],
   "host": "mx-spark-01",
-  "started": "2026-10-25T09:47:49"
+  "started": "2026-10-25T22:15:34"
 }
diff --git a/runs/2026-10-25_v5-warm/run.json b/runs/2026-10-25_v5-warm/run.json
index 2953ffd..8a2a39b 100644
--- a/runs/2026-10-25_v5-warm/run.json
+++ b/runs/2026-10-25_v5-warm/run.json
@@ -2,10 +2,29 @@
   "id": "2026-10-25_v5-warm",
   "dataset": "dataset/2026-10-22_v5",
   "base_weights": "models/registry/yolo26n-seg-v4-noflip-mask1-2026-10-02/weights.pt",
-  "status": "exported",
+  "status": "training",
   "created": "2026-10-25T21:54:51",
   "created_by": "jungfrau@mx-spark-01",
-  "hyperparams": {},
+  "hyperparams": {
+    "epochs": 80,
+    "patience": 30,
+    "imgsz": 640,
+    "batch": 16,
+    "device": "0",
+    "overlap_mask": false,
+    "scale": 0.7,
+    "translate": 0.15,
+    "mosaic": 0.5,
+    "close_mosaic": 10,
+    "fliplr": 0,
+    "flipud": 0.3,
+    "shear": 5.0,
+    "perspective": 0.0,
+    "mask_ratio": 1,
+    "optimizer": "SGD",
+    "lr0": 0.002,
+    "warmup_epochs": 1
+  },
   "version": null,
   "metrics": {},
   "history": [
@@ -14,6 +33,12 @@
       "at": "2026-10-25T21:54:51",
       "by": "jungfrau@mx-spark-01",
       "note": "warm start: the promoted recipe continued from the active v4 weights, 80 epochs at lr0 0.002 (SGD, 1 warm-up epoch) on dataset v5: the speed test, gate only, Spark"
+    },
+    {
+      "status": "training",
+      "at": "2026-10-25T21:54:51",
+      "by": "jungfrau@mx-spark-01",
+      "note": "train_run.py"
     }
   ],
   "train_args": {
@@ -22,5 +47,7 @@
     "optimizer": "SGD",
     "lr0": 0.002,
     "warmup_epochs": 1
-  }
+  },
+  "host": "mx-spark-01",
+  "started": "2026-10-25T21:54:51"
 }