{"id":"W3033240428","doi":"10.1139/cjfas-2020-0075","title":"Science for integrative management of a diadromous fish stock: interdependencies of fisheries, flow, and habitat restoration","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bureau of Reclamation; U.S. Fish and Wildlife Service","keywords":"Habitat; Fish migration; Fishery; Restoration ecology; Interdependence; Fisheries management; Environmental resource management; Ecology; Geography; Environmental science; Fishing; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.006349737,0.0007234549,0.000653077,0.002155957,0.003228822,0.006268755,0.002452705,0.002281767,0.01402898],"category_scores_gemma":[0.008835984,0.0002699858,0.0006270775,0.001609293,0.006363384,0.0056998,0.003813481,0.002964974,0.001057791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005840323,"about_ca_system_score_gemma":0.02106148,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02014621,"about_ca_topic_score_gemma":0.05380327,"domain_scores_codex":[0.9982008,0.0006399072,0.00008008461,0.0003064066,0.000590519,0.0001822197],"domain_scores_gemma":[0.9947184,0.0009693575,0.0007429196,0.0005962814,0.001501191,0.001471911],"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":[0.0001190499,0.0006804541,0.06550926,0.001603481,0.0002739179,0.0003329729,0.002750216,0.005722326,0.004138384,0.08805293,0.06762501,0.7631919],"study_design_scores_gemma":[0.0001049363,0.0007613631,0.1209714,0.003640738,0.0003359261,0.000574504,0.02836588,0.01453099,0.00214785,0.3747774,0.453652,0.0001369365],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1402636,0.03739389,0.08648734,0.4799142,0.00373429,0.0008831564,0.001210175,0.0007313309,0.2493821],"genre_scores_gemma":[0.8542712,0.02968507,0.07672425,0.02556094,0.001231081,0.0006530922,0.0006634078,0.0001107366,0.01110015],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9798538,"threshold_uncertainty_score":0.04693168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02191852359850928,"score_gpt":0.2241017994583919,"score_spread":0.2021832758598826,"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."}}