{"id":"W3160905782","doi":"10.1111/faf.12567","title":"Conservation risks and portfolio effects in mixed‐stock fisheries","year":2021,"lang":"en","type":"article","venue":"Fish and Fisheries","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Simon Fraser University","funders":"","keywords":"Overfishing; Fishery; Fisheries management; Fishing; Biodiversity; Stock (firearms); Fish stock; Threatened species; Business; Geography; Ecology; Habitat; Biology","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":[0.002992547,0.0004171931,0.0004453631,0.001025055,0.0004859072,0.001822198,0.0007412781,0.000707755,0.005747717],"category_scores_gemma":[0.01338584,0.0002575341,0.0006243474,0.0006838813,0.0006712865,0.001754582,0.001472161,0.0005906682,0.0001612531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001103044,"about_ca_system_score_gemma":0.0004309513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004763761,"about_ca_topic_score_gemma":0.006268904,"domain_scores_codex":[0.9993508,0.0002504597,0.00005757327,0.0001246366,0.0001007681,0.000115772],"domain_scores_gemma":[0.9937359,0.003602843,0.001283415,0.0004230001,0.0004134816,0.0005413939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006825471,0.00033115,0.5490599,0.0000890106,0.001077842,0.0007094575,0.0002244783,0.3956563,0.002081748,0.02232209,0.0009110236,0.02685446],"study_design_scores_gemma":[0.0000951769,0.0008463865,0.3740856,0.00007936153,0.0005418392,0.0004704044,0.0008064054,0.5662752,0.001111211,0.05400517,0.001592159,0.00009100544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933178,0.0001686749,0.002882616,0.0002743124,0.00001251059,0.00001898559,0.0002493374,0.00001583997,0.00305993],"genre_scores_gemma":[0.9992115,0.00003245654,0.0002615429,0.00001960343,0.000002858771,0.000007907145,0.00003429251,0.000001575605,0.0004281198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005747717,"threshold_uncertainty_score":0.01922798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01662991402308613,"score_gpt":0.2134989003989324,"score_spread":0.1968689863758463,"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."}}