{"id":"W2732290219","doi":"10.1111/faf.12235","title":"Options for integrating ecological, economic, and social objectives in evaluation and management of fisheries","year":2017,"lang":"en","type":"article","venue":"Fish and Fisheries","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Coquitlam College; Government of New Brunswick; University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fisheries management; Corporate governance; Business; Context (archaeology); Environmental resource management; Ecosystem-based management; Fishery; Marine fisheries; Management by objectives; Environmental planning; Ecosystem; Ecology; Geography; Economics; Fish <Actinopterygii>; Fishing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.1361357,0.001998988,0.001323097,0.01263522,0.001661571,0.01086135,0.001457785,0.00190378,0.002826223],"category_scores_gemma":[0.1009926,0.0006804541,0.002030237,0.006842186,0.003954382,0.008127814,0.005050436,0.002135609,0.0003137091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004254387,"about_ca_system_score_gemma":0.007420147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004732862,"about_ca_topic_score_gemma":0.01502391,"domain_scores_codex":[0.8634021,0.1163247,0.006559849,0.001216233,0.01141697,0.001080061],"domain_scores_gemma":[0.8533412,0.1161471,0.00931775,0.003429956,0.01585636,0.001907647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006618138,0.001277601,0.05525095,0.003531665,0.001084176,0.0001484488,0.002538473,0.0927702,0.001468605,0.1776844,0.003721877,0.6598618],"study_design_scores_gemma":[0.0003889586,0.002195772,0.03836309,0.01685203,0.001112593,0.0002729662,0.01105714,0.3603087,0.006775745,0.5181158,0.04382273,0.0007346075],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1411871,0.02436259,0.7323505,0.02003342,0.0002938691,0.002009775,0.0007264908,0.0003230258,0.07871335],"genre_scores_gemma":[0.4704338,0.003440245,0.5232031,0.0005155527,0.0001290137,0.001071022,0.000158017,0.00003377298,0.001015502],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1361357,"threshold_uncertainty_score":0.7199628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04180910451244566,"score_gpt":0.3039003456933428,"score_spread":0.2620912411808971,"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."}}