{"id":"W2309249938","doi":"10.1017/s0376892915000168","title":"Drivers of retention and discards of elasmobranch non-target catch","year":2015,"lang":"en","type":"article","venue":"Environmental Conservation","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University","funders":"National Marine Fisheries Service","keywords":"Discards; Fishing; Fishery; Variance (accounting); Geography; Environmental science; Biology; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002081672,0.00007098749,0.0001160056,0.00001842707,0.00002621452,0.000001288193,0.00006757729,0.00007438221,0.0003063108],"category_scores_gemma":[0.00001256905,0.00006795939,0.00002416526,0.00004401976,0.0004163082,0.0001291669,0.0001318606,0.00004716769,0.0000420192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005282581,"about_ca_system_score_gemma":0.000005598888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002669773,"about_ca_topic_score_gemma":0.00002693515,"domain_scores_codex":[0.9994181,0.0000469581,0.0001700014,0.0001460603,0.0001287978,0.00009009994],"domain_scores_gemma":[0.999732,0.00001679114,0.00009778662,0.0001087224,0.000002022904,0.00004271713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004418327,0.00005329661,0.9298151,0.000004577676,0.000008267986,5.904307e-7,0.0003208471,0.00003665248,0.06861681,0.00004931408,0.0004621176,0.0005883143],"study_design_scores_gemma":[0.0004758979,0.0002139019,0.9806129,0.000003120957,0.00001530607,0.00000597208,0.0002090697,0.0004873249,0.01571009,0.0007480961,0.001448738,0.00006954582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997191,0.00002022769,0.0002798036,0.0001874847,0.00007907708,0.0001198504,0.00001097345,0.000004840365,0.002106803],"genre_scores_gemma":[0.9983906,0.000020233,0.001056975,0.00008386743,0.000006850526,0.000004982805,0.00005592078,0.000004489225,0.0003760919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05290673,"threshold_uncertainty_score":0.3353888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01028791010239665,"score_gpt":0.1999164339309693,"score_spread":0.1896285238285726,"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."}}