{"id":"W4382335187","doi":"10.47536/jcrm.v4i3.842","title":"An evaluation of gray whale (Eschrichtius robustus) mortality incidental to fishing operations in British Columbia, Canada","year":2023,"lang":"en","type":"article","venue":"The journal of cetacean research and management. Special issue","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Dalhousie University","funders":"Simon Fraser University; Smithsonian Institution","keywords":"Fishery; Fishing; Geography; Herring; Population; Gray (unit); Commercial fishing; Whale; Demography; Fish <Actinopterygii>; Biology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004875761,0.0004306219,0.0002119403,0.002187082,0.00107875,0.000674195,0.0006471064,0.0003379163,0.00112788],"category_scores_gemma":[0.001799862,0.0003329304,0.0001782467,0.00267008,0.0005940967,0.0002958121,0.0004465807,0.0002861065,0.0002433825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007664029,"about_ca_system_score_gemma":0.005008376,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9665565,"about_ca_topic_score_gemma":0.9899968,"domain_scores_codex":[0.9992959,0.00005094304,0.00006954142,0.00009169878,0.0003576683,0.0001341536],"domain_scores_gemma":[0.9969326,0.0001508485,0.000565456,0.00005958078,0.001810319,0.0004811676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004039369,0.00002187571,0.9924389,0.00004769858,0.0000286688,0.0001386618,0.0003790789,0.00005485384,0.0005004598,0.000007016191,0.0003238771,0.006018418],"study_design_scores_gemma":[9.536701e-7,0.00001728626,0.9994304,0.000006070872,0.000004908087,0.00003225519,0.0002561173,0.00003016301,0.0000370303,7.875545e-7,0.0001817658,0.000002174454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973413,0.0003922986,0.00004753592,0.000049856,0.000004740452,0.00002136588,0.0012923,0.000006654222,0.0008439088],"genre_scores_gemma":[0.9965268,0.0007220388,0.0001458442,0.0000598594,0.000006295041,0.00001520264,0.001468725,0.000003276724,0.001052048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03344345,"threshold_uncertainty_score":0.06728077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05372534289959187,"score_gpt":0.335506104100594,"score_spread":0.2817807612010022,"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."}}