{"id":"W6904178311","doi":"10.13140/rg.2.2.34422.06726","title":"Impact of an expanding Redfish (Sebastes spp.) fishery on southern Gulf of St. Lawrence White Hake (Urophycis tenuis)","year":2022,"lang":"en","type":"article","venue":"Federal Open Science Repository of Canada / Le Dépôt fédéral de science ouverte du Canada","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"White (mutation); Hake; Fishing; Fish <Actinopterygii>; Bycatch","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000412486,0.0002161769,0.0001258647,0.0002676366,0.0003925652,0.0003286661,0.0001887942,0.0002256352,0.00110584],"category_scores_gemma":[0.0006235609,0.00008119534,0.0002263426,0.0001754154,0.0003177305,0.000243927,0.0005481805,0.0001937386,0.0001162536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001221291,"about_ca_system_score_gemma":0.0008716978,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1134407,"about_ca_topic_score_gemma":0.4429422,"domain_scores_codex":[0.9997992,0.0000417456,0.00001097831,0.00002148327,0.00005874282,0.00006784633],"domain_scores_gemma":[0.9994323,0.00007234012,0.000190619,0.00001547979,0.00009747954,0.0001917851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004897199,0.000300884,0.9624814,0.00006146887,0.0001093688,0.001136251,0.0005021584,0.001262828,0.009844896,0.00013378,0.0006687864,0.02300831],"study_design_scores_gemma":[0.000003905232,0.0002938537,0.9980988,0.00001077474,0.00002185467,0.00005370246,0.0005157341,0.0002354722,0.0003871453,0.00001216681,0.0003638502,0.000002740567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992041,0.00002913409,0.000007441981,0.00003276149,0.000001953481,0.000002763432,0.00002999347,0.000001508992,0.000690486],"genre_scores_gemma":[0.9987652,0.0001340616,0.00006722949,0.00006688276,0.000003218232,0.000003718915,0.00008113632,6.228625e-7,0.0008780127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8865594,"threshold_uncertainty_score":0.2255607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009972625356674281,"score_gpt":0.2381871856324459,"score_spread":0.2282145602757716,"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."}}