{"id":"W2126907273","doi":"10.1890/1540-9295(2003)001[0517:sgacio]2.0.co;2","title":"Shifting gears: assessing collateral impacts of fishing methods in US waters","year":2003,"lang":"en","type":"review","venue":"Frontiers in Ecology and the Environment","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":236,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; St. Francis Xavier University","funders":"Pew Charitable Trusts","keywords":"Overfishing; Fishing; Bycatch; Collateral; Fishery; Fisheries management; Business; Marine ecosystem; Marine protected area; Environmental resource management; Environmental science; Natural resource economics; Ecosystem; Habitat; Ecology; Economics; Finance","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":[0.001999753,0.001204218,0.001939592,0.00579303,0.0002735954,0.001235261,0.001081647,0.0009275472,0.001696048],"category_scores_gemma":[0.003028022,0.000385652,0.001028312,0.007265587,0.0004382264,0.001747876,0.0004992037,0.0004536707,0.0005090475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009940994,"about_ca_system_score_gemma":0.002082892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009404017,"about_ca_topic_score_gemma":0.02314733,"domain_scores_codex":[0.9989929,0.0002955731,0.0001501466,0.0001453484,0.0003852182,0.00003075135],"domain_scores_gemma":[0.9988247,0.0004769581,0.0003670593,0.00002395615,0.0002728912,0.00003444039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006923123,0.00005128452,0.001953385,0.0345087,0.0003281168,0.000117749,0.0001582634,0.0004186918,0.0006411614,0.0004755437,0.003241609,0.9580362],"study_design_scores_gemma":[0.0001443401,0.001955196,0.0800015,0.08655278,0.006121089,0.005558333,0.002765913,0.001218445,0.00462596,0.004726309,0.8061159,0.0002142564],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001392383,0.9972193,0.0002297066,0.0001373266,0.00003706884,0.00002077784,0.00006375352,0.000006235741,0.0008933939],"genre_scores_gemma":[0.005638599,0.9930407,0.0008773603,0.00007407658,0.00002112137,0.00002162823,0.00005609111,0.000001416695,0.0002689932],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009404017,"threshold_uncertainty_score":0.01869851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02214073920663232,"score_gpt":0.3245317716752212,"score_spread":0.3023910324685888,"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."}}