{"id":"W7096389821","doi":"","title":"THE PACIFIC GROUNDFISH TRAWL FISHERY BYCATCH PROBLEMS AND POTENTIAL SOLUTIONS","year":2012,"lang":"en","type":"article","venue":"","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Groundfish; Bycatch; Fishing; Fisheries management; Commercial fishing","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":[0.001409237,0.000642417,0.0003645899,0.00136644,0.002184491,0.002478189,0.001538264,0.003861964,0.01490551],"category_scores_gemma":[0.004560722,0.00020912,0.0003575936,0.001767536,0.001991275,0.002669802,0.001755152,0.002124161,0.001027563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001984948,"about_ca_system_score_gemma":0.00657816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03799133,"about_ca_topic_score_gemma":0.05534225,"domain_scores_codex":[0.9989098,0.0002412117,0.00006186032,0.0001266885,0.0003984333,0.0002619734],"domain_scores_gemma":[0.997353,0.0004811033,0.0004550453,0.0001021611,0.001132823,0.0004759724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001277586,0.0004083632,0.04725835,0.001939951,0.00007999512,0.00785297,0.002231235,0.003307156,0.001093585,0.054972,0.1440726,0.736656],"study_design_scores_gemma":[0.00008204996,0.0007152312,0.06886913,0.006501256,0.0001430457,0.01663537,0.0298197,0.006289532,0.001674392,0.06697934,0.8021116,0.0001794258],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1163122,0.1134217,0.01472297,0.548021,0.00390895,0.000454852,0.0005866528,0.0003612718,0.2022105],"genre_scores_gemma":[0.5787773,0.2061588,0.02709708,0.0366727,0.003618118,0.0003524236,0.0007852688,0.00008743526,0.1464509],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03799133,"threshold_uncertainty_score":0.07554036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02196737316105056,"score_gpt":0.2177243655942047,"score_spread":0.1957569924331541,"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."}}