{"id":"W1948586092","doi":"10.1139/cjfas-2014-0242","title":"Spatiotemporal patterns of rockfish bycatch in US west coast groundfish fisheries: opportunities for reducing incidental catch of depleted species","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Oceanic and Atmospheric Administration","keywords":"Groundfish; Bycatch; Rockfish; Fishery; Sebastes; Fisheries management; Fishing; Environmental science; Fish <Actinopterygii>; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0004389485,0.0001026653,0.000142728,0.0005666021,0.0002220638,0.0003087331,0.0001913886,0.0001797995,0.0005524131],"category_scores_gemma":[0.001794632,0.0001032286,0.0001887605,0.0005146288,0.0001993973,0.0002766992,0.0002563706,0.0001771312,0.00007080666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005547209,"about_ca_system_score_gemma":0.0004882595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0783419,"about_ca_topic_score_gemma":0.1933624,"domain_scores_codex":[0.9998118,0.00002796613,0.00002442575,0.00006527065,0.00003833717,0.00003215258],"domain_scores_gemma":[0.9988494,0.0001723589,0.0005227427,0.0001192812,0.0002370158,0.00009920576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006679576,0.00003701611,0.9934182,0.00001364084,0.00004309801,0.00001754019,0.0001318458,0.0005230451,0.002070345,0.00004040352,0.0001689893,0.003469169],"study_design_scores_gemma":[6.491994e-7,0.00001332449,0.9992538,0.000001881771,0.000006942693,0.000007198743,0.00007999573,0.0004498595,0.0001128863,0.000008190601,0.00006355181,0.000001579221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99928,0.00004079414,0.0001114791,0.00002339286,0.000001130751,0.000006169153,0.0002590766,0.000004650122,0.0002732608],"genre_scores_gemma":[0.9993607,0.0000257188,0.0001675409,0.000008367567,0.000001124476,0.000005085986,0.0003076826,0.000001802727,0.0001219799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0783419,"threshold_uncertainty_score":0.1557718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08701822543712626,"score_gpt":0.2575383622997287,"score_spread":0.1705201368626025,"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."}}