{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001044157,0.0001201945,0.0001752541,0.00002070789,0.0001793698,0.00005048239,0.0000462468,0.00007555659,0.0005910384],"category_scores_gemma":[0.0001414152,0.0001213956,0.00001580189,0.0001415267,0.0003322585,0.0003272169,0.0002746347,0.00009191206,0.000009774548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001906851,"about_ca_system_score_gemma":0.000005241566,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002726435,"about_ca_topic_score_gemma":0.02214991,"domain_scores_codex":[0.9992554,0.00005010938,0.0001377729,0.0002764901,0.00007969575,0.00020051],"domain_scores_gemma":[0.9997053,0.00009939942,0.00004009622,0.0001059406,0.000006572827,0.00004267112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001269471,0.00002327761,0.8052505,0.00003709667,0.00001154244,0.00004847658,0.0002783731,6.869212e-7,0.00002490152,0.0001108106,0.1920955,0.002106104],"study_design_scores_gemma":[0.0003277935,0.00005454091,0.9133018,0.00001161864,0.00001355578,0.000008706589,0.0004083819,0.00004093224,0.0001212763,0.00173804,0.08384576,0.0001276022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9520862,0.00008280906,0.00002822986,0.007671497,0.0001578725,0.0001481767,0.000005192187,0.0000319156,0.03978809],"genre_scores_gemma":[0.9866321,0.0007048137,0.0005539862,0.008081363,0.00002428157,0.00007718914,0.00002397926,0.00001087564,0.003891427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1082498,"threshold_uncertainty_score":0.9956933,"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."}}