{"id":"W3168020285","doi":"10.1002/ecy.3444","title":"Eastern Canada Flocks: images and manually annotated bird positions","year":2021,"lang":"en","type":"article","venue":"Ecology","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Flock; Eider; Plumage; Waterfowl; Biology; Sparrow; Geography; Zoology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004115951,0.00171286,0.0007532365,0.006648402,0.001200527,0.001417303,0.001284079,0.0007771782,0.01814071],"category_scores_gemma":[0.00149929,0.0007347888,0.0006231611,0.00525474,0.0004819875,0.0006071118,0.001052088,0.0007265522,0.0123284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003867666,"about_ca_system_score_gemma":0.004405404,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7897892,"about_ca_topic_score_gemma":0.9130403,"domain_scores_codex":[0.999041,0.00002421819,0.0000505472,0.0002855918,0.0003667215,0.0002319733],"domain_scores_gemma":[0.9976417,0.0001271123,0.0001024718,0.0002514616,0.001690267,0.0001869294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0008471732,0.0002171535,0.03814603,0.001945135,0.0002358218,0.0005140529,0.0008818037,0.001856973,0.02164995,0.0006490672,0.8260019,0.107055],"study_design_scores_gemma":[0.000177697,0.00006044561,0.4053867,0.0007088444,0.0002170869,0.0005795895,0.00185888,0.009394797,0.02070053,0.0003719267,0.5603266,0.0002170441],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.03439377,0.0007275546,0.002925403,0.0001037593,0.0001214458,0.0003703269,0.9417494,0.009511679,0.01009664],"genre_scores_gemma":[0.04506085,0.0003980565,0.02017352,0.00007505737,0.00002881907,0.0003026241,0.9261088,0.001726442,0.006125789],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2102108,"threshold_uncertainty_score":0.4228975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004329919024124438,"score_gpt":0.1888961336739421,"score_spread":0.1845662146498177,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}