{"id":"W7133290210","doi":"","title":"Updated Reference Points and Harvest Options for the Giant Red Sea Cucumber (Apostichopus californicus) Fishery in British Columbia using data from Experimental Fishing Areas","year":2023,"lang":"en","type":"other","venue":"Federal Open Science Repository of Canada / Le Dépôt fédéral de science ouverte du Canada","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Oceanic and Atmospheric Administration","keywords":"Fishing; Stock (firearms); Stock assessment; Sea cucumber; Maximum sustainable yield; Productivity","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004668303,0.0004407781,0.0003907845,0.00317056,0.0009386047,0.001882877,0.001433403,0.0004740863,0.003956997],"category_scores_gemma":[0.00880293,0.0003851426,0.0005020002,0.003748336,0.0003022227,0.0009809588,0.0005597992,0.0007924606,0.001068338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006872703,"about_ca_system_score_gemma":0.004864386,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7607775,"about_ca_topic_score_gemma":0.8879382,"domain_scores_codex":[0.9984474,0.0001902163,0.0001640896,0.0002001259,0.0008384999,0.0001597056],"domain_scores_gemma":[0.9947062,0.001012539,0.0004706469,0.000361608,0.003226733,0.0002223011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005725183,0.0002939204,0.5057517,0.0005286901,0.0001611262,0.0003036878,0.00275862,0.04770458,0.002167958,0.004763173,0.1006887,0.3343054],"study_design_scores_gemma":[0.00008507305,0.00019382,0.8613073,0.0007106157,0.0000876924,0.0001099836,0.003352298,0.05231113,0.00146451,0.002053308,0.07811067,0.0002136145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8311636,0.003175581,0.02867079,0.001335525,0.0002000846,0.0004103087,0.09276102,0.001735614,0.04054737],"genre_scores_gemma":[0.8306744,0.002266677,0.05748103,0.000221413,0.00002812439,0.0003545767,0.08665013,0.0003182574,0.02200535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2392225,"threshold_uncertainty_score":0.4812626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0325339980632487,"score_gpt":0.2719090918369695,"score_spread":0.2393750937737208,"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."}}