{"id":"W4288837615","doi":"10.47886/9781934874554.ch4","title":"From Catastrophe to Recovery: Stories of Fishery Management Success","year":2019,"lang":"en","type":"book-chapter","venue":"American Fisheries Society eBooks","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fish migration; Oncorhynchus; Fishery; Geography; Adaptive management; Escapement; Dam removal; Fish <Actinopterygii>; Environmental science; Environmental resource management; 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":[0.004870335,0.0007060049,0.0004307687,0.002509312,0.006163998,0.004592743,0.00144231,0.002856484,0.004294651],"category_scores_gemma":[0.02353298,0.0003620737,0.0006070614,0.001767529,0.008077508,0.01172703,0.007094245,0.005842763,0.0004866572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004067705,"about_ca_system_score_gemma":0.002879271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01483985,"about_ca_topic_score_gemma":0.02850846,"domain_scores_codex":[0.9975733,0.00100336,0.0001223353,0.0001704216,0.0004965024,0.0006339833],"domain_scores_gemma":[0.990918,0.003997871,0.001474195,0.0004245,0.001375742,0.001809623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003197864,0.0002101024,0.04846187,0.001261846,0.0003944999,0.006120627,0.2141366,0.0008145327,0.0005397953,0.02586259,0.4174779,0.2843998],"study_design_scores_gemma":[0.00003857404,0.0003553931,0.07152322,0.003582928,0.0001126344,0.002546192,0.4214626,0.0006689185,0.0004455975,0.02768211,0.4713665,0.0002155219],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2452103,0.07121494,0.001262119,0.6136028,0.003420102,0.00006106406,0.0009412864,0.000189285,0.06409813],"genre_scores_gemma":[0.9220951,0.04609377,0.0005136121,0.02441424,0.001549746,0.00009430224,0.0003572818,0.00009384872,0.004788047],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01483985,"threshold_uncertainty_score":0.02951342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009358073937980256,"score_gpt":0.2016637799829804,"score_spread":0.1923057060450002,"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."}}