{"id":"W1828791657","doi":"10.1139/cjfas-2013-0116","title":"Classification of hatchery and wild fish using natural geochemical signatures in otoliths, fin rays, and scales of an endangered catostomid","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Utah Division of Wildlife Resources","keywords":"Otolith; Endangered species; Hatchery; Fish <Actinopterygii>; Fish fin; Fishery; Population; Biology; Ecology; Habitat","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008083771,0.0001903229,0.0001350177,0.001140794,0.0003003176,0.000336465,0.0002712524,0.0002296069,0.0006179891],"category_scores_gemma":[0.001376621,0.0001685397,0.0001370252,0.0003341948,0.0006607651,0.0004305144,0.0004405267,0.0001419078,0.0001400047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005225076,"about_ca_system_score_gemma":0.0003081009,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01448924,"about_ca_topic_score_gemma":0.06936925,"domain_scores_codex":[0.9996655,0.00005208222,0.00005373087,0.00009115582,0.00008120984,0.00005636561],"domain_scores_gemma":[0.998907,0.0001605105,0.0004381628,0.00009265907,0.0002438428,0.0001578145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004906282,0.000009812219,0.9956295,0.000003371664,0.00001058464,0.00005233844,0.0001648716,0.00002437029,0.002742591,0.00001422212,0.00002300217,0.001276279],"study_design_scores_gemma":[0.000001493834,0.00004911108,0.9992412,0.000001245794,0.000003720719,0.00006811256,0.00017247,0.0001442328,0.000276517,0.000006613552,0.0000338666,0.000001396839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998195,0.00001256,0.0000353021,0.000003876439,9.476548e-7,0.000002706498,0.00003053642,0.000001112645,0.00009355145],"genre_scores_gemma":[0.9994648,0.0000178852,0.0001817367,0.000009164551,0.00000144951,0.000004472933,0.0001228997,0.000001098194,0.0001964821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9855108,"threshold_uncertainty_score":0.02880979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01486300156844499,"score_gpt":0.2146308693415155,"score_spread":0.1997678677730705,"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."}}