{"id":"W4366808821","doi":"10.47886/9781934874707.ch20","title":"Freshwater Fisheries in Canada: Historical and Contemporary Perspectives on the Resources and Their Management","year":2023,"lang":"en","type":"book-chapter","venue":"American Fisheries Society eBooks","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Overexploitation; Fisheries management; Fisheries science; Fisheries law; Fishery; Sustainability; Geography; Environmental resource management; Fishing; Ecology; Environmental science; 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":[0.0006377529,0.0006763103,0.0002540631,0.002803921,0.005804326,0.004103225,0.0009916405,0.001091819,0.008948698],"category_scores_gemma":[0.000691615,0.0001945659,0.0001940183,0.008445367,0.003920376,0.00136586,0.0009624665,0.0012005,0.0006086082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07988426,"about_ca_system_score_gemma":0.0958788,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9908385,"about_ca_topic_score_gemma":0.9970781,"domain_scores_codex":[0.9994676,0.00003564737,0.00001146065,0.00004238134,0.0002786888,0.0001643035],"domain_scores_gemma":[0.9994567,0.0000572503,0.00002317137,0.000007334231,0.0003518587,0.0001037974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002599795,0.00002601752,0.004922953,0.001081517,0.00001607988,0.0005159521,0.009028706,0.001725161,0.000516518,0.2078198,0.4897202,0.2846011],"study_design_scores_gemma":[0.000001332479,0.000005057044,0.006607881,0.0006394557,0.000006852564,0.0001016392,0.003940581,0.0002337086,0.00006013403,0.004843066,0.9835417,0.00001868591],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01109423,0.5501352,0.001419422,0.06267864,0.002757777,0.00003691911,0.001250291,0.0001113283,0.3705162],"genre_scores_gemma":[0.1520466,0.5975341,0.003099908,0.007738021,0.0008435042,0.00003931255,0.0008508922,0.00006122048,0.2377864],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07988426,"threshold_uncertainty_score":0.5796036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01657599101303389,"score_gpt":0.1716721174970482,"score_spread":0.1550961264840143,"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."}}