{"id":"W2965280975","doi":"10.1139/cjfas-2019-0119","title":"Harvest–release decisions in recreational fisheries","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Catch and release; Recreational fishing; Fishery; Fishing; Fish <Actinopterygii>; Fisheries management; Recreation; Geography; Biology; Ecology","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":[0.001403496,0.0003010391,0.0002903152,0.0004310984,0.0002785948,0.000603069,0.0005281201,0.0004034739,0.001612004],"category_scores_gemma":[0.003073303,0.0003308541,0.0002960446,0.0004619364,0.0005228332,0.0009381885,0.0003492797,0.0006014337,0.000314842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005970756,"about_ca_system_score_gemma":0.0004025691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01835479,"about_ca_topic_score_gemma":0.04528023,"domain_scores_codex":[0.9996401,0.0001159776,0.00002638214,0.0001077591,0.00005504575,0.00005478265],"domain_scores_gemma":[0.9986088,0.0007608691,0.0003879242,0.00006997162,0.00009387306,0.00007856818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004176777,0.0002570414,0.6109109,0.0001020224,0.0001235753,0.0003237333,0.0002723222,0.3330067,0.002084694,0.001528387,0.00145382,0.04951916],"study_design_scores_gemma":[0.00001507002,0.0001698423,0.2649378,0.00005035873,0.00002444748,0.00009913852,0.0003756693,0.7290754,0.00113854,0.003326792,0.0007493907,0.00003740445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744858,0.0001936019,0.02260769,0.0001531231,0.00001502174,0.00003648983,0.0004563689,0.00008951982,0.001962419],"genre_scores_gemma":[0.9947811,0.0001035067,0.004005868,0.00002564607,0.000005748031,0.00001756348,0.0003625145,0.00000909223,0.0006890232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01835479,"threshold_uncertainty_score":0.03649586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01723879713387635,"score_gpt":0.2129357321699742,"score_spread":0.1956969350360978,"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."}}