{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008962546,0.0002029875,0.0002243154,0.0006075019,0.0002040167,0.0005868389,0.0002737008,0.0001494057,0.00195717],"category_scores_gemma":[0.002196557,0.00009677825,0.0003136541,0.0006080223,0.0003501258,0.0005362925,0.0005698649,0.0003193436,0.0001984966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000394795,"about_ca_system_score_gemma":0.0003930302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01792583,"about_ca_topic_score_gemma":0.02745116,"domain_scores_codex":[0.9997349,0.00004956957,0.00001998194,0.0000774818,0.00006510301,0.00005295372],"domain_scores_gemma":[0.9980626,0.000434621,0.0009315789,0.00009056384,0.0002884351,0.000192281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001370364,0.00000326481,0.9979537,0.000008751796,0.00004761876,0.00002633745,0.00004479301,0.0002707697,0.0001777035,0.0000540244,0.00007608236,0.001323132],"study_design_scores_gemma":[3.701127e-7,0.000007286625,0.9991512,0.000004071463,0.000009133149,0.00001910042,0.0001352087,0.0005113019,0.0000321739,0.00004294788,0.00008535041,0.000001736235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988149,0.0001188404,0.0002288317,0.00005235499,0.000001735022,0.000002900402,0.0002965009,0.000006015673,0.0004777655],"genre_scores_gemma":[0.9993437,0.00004859392,0.00005864929,0.000009356158,0.000002536295,0.000002414748,0.000297186,0.000002407438,0.0002351069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01792583,"threshold_uncertainty_score":0.03564298,"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."}}