{"id":"W2155930289","doi":"10.1525/bio.2011.61.4.7","title":"Freshwater Commercial Bycatch: An Understated Conservation Problem","year":2011,"lang":"en","type":"article","venue":"BioScience","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Research, Innovation and Science; Canada Research Chairs; World Wildlife Fund","keywords":"Bycatch; Fishery; Threatened species; Freshwater ecosystem; Population; Ecosystem; Ecology; Fishing; Biology; Habitat","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001345417,0.0002742886,0.0005075376,0.001510763,0.001670014,0.001157522,0.0008426315,0.0008222504,0.006189939],"category_scores_gemma":[0.003211845,0.0001367386,0.0001942882,0.002907346,0.002708307,0.001849417,0.001336767,0.0007402012,0.0004010876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001469869,"about_ca_system_score_gemma":0.001693835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02904081,"about_ca_topic_score_gemma":0.1037535,"domain_scores_codex":[0.9992391,0.0002436247,0.0000816587,0.0001545152,0.000189713,0.00009133905],"domain_scores_gemma":[0.9976699,0.0009239524,0.0005552665,0.0001456687,0.0005224958,0.0001827821],"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":[0.00008411283,0.0001413665,0.2894688,0.00335881,0.0001759215,0.002780813,0.006533868,0.0004389391,0.001226409,0.01389767,0.04290584,0.6389875],"study_design_scores_gemma":[0.00002024906,0.0003822457,0.575146,0.007242312,0.0003340054,0.02033245,0.0444796,0.001313633,0.001231284,0.01925034,0.3301768,0.00009109695],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6500311,0.178154,0.004868498,0.06709816,0.001227957,0.0002344072,0.001584471,0.0001104048,0.09669101],"genre_scores_gemma":[0.8851229,0.09354974,0.001940422,0.01051724,0.0008462981,0.00006869881,0.0006686353,0.00003009239,0.007255895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02904081,"threshold_uncertainty_score":0.05774355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05792654424620711,"score_gpt":0.2307260296414956,"score_spread":0.1727994853952885,"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."}}