{"id":"W2599344307","doi":"","title":"Collaborative Pacific Halibut, Hippoglossus stenolepis, Bycatch Control by Canada and the United States","year":2004,"lang":"en","type":"article","venue":"AquaDocs  (United Nations Educational, Scientific and Cultural Organization)","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bycatch; Halibut; Fishery; Groundfish; Fishing; Commercial fishing; Fisheries management; Geography; Fish <Actinopterygii>; Biology","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":[0.001848613,0.0003221864,0.0001419417,0.001402534,0.00262468,0.001012376,0.0008864639,0.0005276868,0.002037566],"category_scores_gemma":[0.001689282,0.0001622556,0.000219445,0.001024738,0.0005877091,0.0003506662,0.001575712,0.0004855454,0.0001560713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02308479,"about_ca_system_score_gemma":0.07004936,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9794108,"about_ca_topic_score_gemma":0.991869,"domain_scores_codex":[0.9985182,0.0001798821,0.00003860704,0.0001161691,0.0006633538,0.0004837957],"domain_scores_gemma":[0.9961185,0.0001207289,0.0002080295,0.00005198242,0.002407413,0.001093272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001316376,0.001005605,0.5791237,0.0006246851,0.0004342967,0.0009443651,0.003164456,0.005204947,0.01551385,0.007780069,0.09525717,0.2896306],"study_design_scores_gemma":[0.0002807101,0.0007787307,0.8260627,0.0002400864,0.0002643075,0.0002755656,0.005752175,0.002598722,0.004356427,0.0004576612,0.1588684,0.00006440054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8676549,0.009963533,0.001789043,0.0152523,0.0003211797,0.001108019,0.003038661,0.0002231015,0.1006492],"genre_scores_gemma":[0.9614688,0.003837842,0.00388785,0.002704867,0.00004087126,0.0002486749,0.002598563,0.0000192063,0.02519319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02308479,"threshold_uncertainty_score":0.1674926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00406490397651749,"score_gpt":0.2078805216744364,"score_spread":0.2038156176979189,"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."}}