{"id":"W2120724962","doi":"10.1643/ot-04-312","title":"INLAND FISHES OF WASHINGTON","year":2005,"lang":"en","type":"article","venue":"Copeia","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Herpetology; Ichthyology; Biology; Zoology; Fishery; Geography; Ecology; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0001335439,0.0002625973,0.000135624,0.001651783,0.00146163,0.0005861617,0.0001925081,0.0002283061,0.01734791],"category_scores_gemma":[0.0002077555,0.0001459195,0.0001069941,0.001858477,0.0002876913,0.0003564492,0.0005305881,0.000268699,0.002243356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001142679,"about_ca_system_score_gemma":0.001241273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1927229,"about_ca_topic_score_gemma":0.5391385,"domain_scores_codex":[0.9999233,0.000006990845,0.000006989338,0.0000209988,0.00001827009,0.0000233494],"domain_scores_gemma":[0.999867,0.00000907489,0.00002589613,0.00001207825,0.00006144686,0.00002454369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003770684,0.0001280097,0.5247556,0.0008356589,0.000138753,0.002348997,0.009194608,0.0002742868,0.01323428,0.008061278,0.07389222,0.3667591],"study_design_scores_gemma":[0.000005439643,0.00003926615,0.7927172,0.0001303485,0.00002462068,0.0004248115,0.004974338,0.00005866272,0.0006469394,0.0003332753,0.2006356,0.00000948365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7004755,0.005332774,0.0006773786,0.001319275,0.0004195742,0.0001597522,0.01553331,0.0002098467,0.2758726],"genre_scores_gemma":[0.7363242,0.004657927,0.002821549,0.0005998121,0.00005573538,0.0001527526,0.009473457,0.00004183889,0.2458728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1927229,"threshold_uncertainty_score":0.3832023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007031598969838301,"score_gpt":0.2025934265480661,"score_spread":0.1955618275782278,"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."}}