{"id":"W2531007672","doi":"10.1139/cjfas-2016-0029","title":"Utilizing reflex impairment to assess the role of discard mortality in “Size, Sex, and Season” management for Oregon Dungeness crab (<i>Cancer magister</i>) fisheries","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alaska Fisheries Science Center; California Department of Fish and Wildlife; National Oceanic and Atmospheric Administration","keywords":"Fishery; Confidence interval; Recreational fishing; Bycatch; Bay; Fisheries management; Mortality rate; Demography; Sex ratio; Medicine; Geography; Fishing; Biology; Population; Environmental health; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009515002,0.00009116666,0.0001871225,0.00004241588,0.0002274728,0.00005476336,0.0002378422,0.00003426681,0.0002235501],"category_scores_gemma":[0.00008413275,0.00005011107,0.00003069645,0.0001460211,0.001090303,0.00022566,0.00005885997,0.00003951367,4.7152e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007900404,"about_ca_system_score_gemma":0.00008314197,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00275858,"about_ca_topic_score_gemma":0.09581444,"domain_scores_codex":[0.9991174,0.00005606225,0.000254128,0.0001762086,0.0001178862,0.000278345],"domain_scores_gemma":[0.9994012,0.0001870759,0.0001332793,0.00008970466,0.000008199386,0.0001805986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002287624,0.000006978557,0.9679175,0.00001114267,0.00001472788,0.000004990536,0.0008246529,0.000008098363,0.0003024897,0.0002354665,0.0004444435,0.03020664],"study_design_scores_gemma":[0.00023178,0.0002649519,0.9771823,0.00005784482,0.00002199588,0.00001210782,0.005633939,0.00007222571,0.0003464941,0.003367529,0.01271696,0.00009190603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992474,0.0002740243,0.00007227335,0.005740637,0.0001340662,0.0001999195,0.00001198863,0.000001181749,0.001091909],"genre_scores_gemma":[0.9986549,0.0001508705,0.0006086704,0.0003552035,0.00001882079,0.00001615427,1.284793e-7,0.000003207898,0.0001920574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09305586,"threshold_uncertainty_score":0.9206846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03247367812953889,"score_gpt":0.2726483437797035,"score_spread":0.2401746656501646,"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."}}