{
 "top": [
  {
   "scientific_name": "Chaetodon paucifasciatus",
   "common_name": "Eritrean butterflyfish",
   "family": "Chaetodontidae",
   "prob": 0.9953,
   "prob_geo": 0.9994,
   "crop_votes": 1.0
  },
  {
   "scientific_name": "Genicanthus caudovittatus",
   "common_name": "Zebra angelfish",
   "family": "Pomacanthidae",
   "prob": 0.0034,
   "prob_geo": 0.0002,
   "crop_votes": 0.0
  },
  {
   "scientific_name": "Chaetodon trifascialis",
   "common_name": "Chevron butterflyfish",
   "family": "Chaetodontidae",
   "prob": 0.0006,
   "prob_geo": 0.0002,
   "crop_votes": 0.0
  },
  {
   "scientific_name": "Chaetodon larvatus",
   "common_name": "Hooded butterflyfish",
   "family": "Chaetodontidae",
   "prob": 0.0006,
   "prob_geo": 0.0001,
   "crop_votes": 0.0
  },
  {
   "scientific_name": "Chaetodon austriacus",
   "common_name": "Blacktail butterflyfish",
   "family": "Chaetodontidae",
   "prob": 0.0001,
   "prob_geo": 0.0,
   "crop_votes": 0.0
  }
 ],
 "family": [
  {
   "name": "Chaetodontidae",
   "prob": 0.9966
  },
  {
   "name": "Pomacanthidae",
   "prob": 0.0034
  },
  {
   "name": "Serranidae",
   "prob": 0.0
  },
  {
   "name": "Pseudochromidae",
   "prob": 0.0
  },
  {
   "name": "Lutjanidae",
   "prob": 0.0
  }
 ],
 "genus": [
  {
   "name": "Chaetodon",
   "prob": 0.9966
  },
  {
   "name": "Genicanthus",
   "prob": 0.0034
  },
  {
   "name": "Cephalopholis",
   "prob": 0.0
  },
  {
   "name": "Aethaloperca",
   "prob": 0.0
  },
  {
   "name": "Epinephelus",
   "prob": 0.0
  }
 ],
 "agreement": 1.0,
 "confidence": "high",
 "n_crops": 64,
 "model": "bioclip-2.5 (hf-hub:imageomics/bioclip-2.5-vith14, open_clip, zero-shot)",
 "label_set": "redsea_fish_species.csv (332 Red Sea species)",
 "crop_top1_votes": {
  "Chaetodon paucifasciatus": 64
 },
 "open_set": {
  "n_species": 23272,
  "top": [
   {
    "scientific_name": "Chaetodon paucifasciatus",
    "common_name": "Crown butterflyfish",
    "family": "Chaetodontidae",
    "prob": 0.9153,
    "in_label_set": true
   },
   {
    "scientific_name": "Chaetodon assarius",
    "common_name": "Western Butterflyfish",
    "family": "Chaetodontidae",
    "prob": 0.0233,
    "in_label_set": false
   },
   {
    "scientific_name": "Chaetodon punctatofasciatus",
    "common_name": "Spotbanded Butterflyfish",
    "family": "Chaetodontidae",
    "prob": 0.0185,
    "in_label_set": false
   },
   {
    "scientific_name": "Chaetodon multicinctus",
    "common_name": "Multiband butterflyfish",
    "family": "Chaetodontidae",
    "prob": 0.0156,
    "in_label_set": false
   },
   {
    "scientific_name": "Chaetodon pelewensis",
    "common_name": "Dot-and-dash butterflyfish",
    "family": "Chaetodontidae",
    "prob": 0.0044,
    "in_label_set": false
   }
  ],
  "family": [
   {
    "name": "Chaetodontidae",
    "prob": 0.9969
   },
   {
    "name": "Pomacanthidae",
    "prob": 0.0015
   },
   {
    "name": "Lutjanidae",
    "prob": 0.0015
   },
   {
    "name": "Sparidae",
    "prob": 0.0
   },
   {
    "name": "Labridae",
    "prob": 0.0
   }
  ],
  "label_top1_global_rank": 1,
  "label_set_mass": 0.9178
 },
 "label": "Chaetodon paucifasciatus (Eritrean butterflyfish) >99% - high",
 "settings": {
  "prompt": "ens",
  "view": [
   "unmasked"
  ],
  "wb": false,
  "temperature": 1.0,
  "soft_alpha": true,
  "logit_scale": 98.875,
  "aggregation": "arithmetic mean over crops of the per-crop softmax (linear opinion pool, per-crop temperature); prob_geo = renormalised geometric mean (reference only, overconfident for correlated crops)",
  "confidence_rule": "high: p1>=0.8 & agreement>=0.8; medium: (p1>=0.4 & agreement>=0.5) or (genus p>=0.7 & agreement>=0.5); else low (p = arithmetic mean of the per-crop softmax); one level down if the open-set check prefers another genus outside the label set (label-set mass < 0.5)"
 },
 "source": {
  "kind": "fish",
  "name": "w12_fish3",
  "dir": "D:\\devel\\fish-reconstructor\\work\\w12\\fish\\w12_fish3",
  "track_ids": null,
  "n_available": 695,
  "frames": [
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  ]
 },
 "created": "2026-11-10 09:13:39"
}