{"id":"W2145082928","doi":"10.1139/f2011-090","title":"The illusion of plenty: hyperstability masks collapses in two recreational fisheries that target fish spawning aggregations","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":307,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Walton Family Foundation; David and Lucile Packard Foundation","keywords":"Fishery; Overfishing; Catch per unit effort; Fishing; Stock (firearms); Stock assessment; Recreational fishing; Population; Fish stock; Geography; 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":[0.0008331696,0.00009841609,0.0002287469,0.001067512,0.0005314405,0.0008277333,0.0002693733,0.0003295917,0.001221016],"category_scores_gemma":[0.00704317,0.0001995877,0.0001980535,0.0005319304,0.001220985,0.001009387,0.001462205,0.0004027585,0.0001314277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005411379,"about_ca_system_score_gemma":0.0002641809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01143138,"about_ca_topic_score_gemma":0.0305544,"domain_scores_codex":[0.9995002,0.0001118602,0.00005649583,0.0001234046,0.0001345035,0.00007362712],"domain_scores_gemma":[0.9961137,0.0009116079,0.001731581,0.00044546,0.0004446116,0.0003530532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001852527,0.00001382134,0.9880239,0.00001240048,0.00004001994,0.0001537735,0.0009691021,0.00036192,0.00257773,0.0003050525,0.0002355647,0.007121452],"study_design_scores_gemma":[0.000001013414,0.00001751117,0.9984035,0.000004328953,0.000005160869,0.00007134667,0.0003908886,0.0005963345,0.0002078031,0.0001794081,0.0001186977,0.000004048179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986822,0.00003040213,0.0002401119,0.00006690621,0.000001696709,0.000001662589,0.00008122635,0.000007843377,0.0008879899],"genre_scores_gemma":[0.9996654,0.000009148233,0.0001307533,0.00002121323,0.000002442254,0.000001684246,0.00009583679,0.000003077635,0.00007052955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01143138,"threshold_uncertainty_score":0.02272964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05217360612711567,"score_gpt":0.2492929422519091,"score_spread":0.1971193361247935,"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."}}