{"id":"W7134558019","doi":"","title":"Fisheries Centre research reports. Volume 31, number 2","year":2023,"lang":"en","type":"report","venue":"cIRcle (University of British Columbia)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Fishing; Fish stock; Stock (firearms); Overfishing; Sustainability; Sustainable yield; Maximum sustainable yield; Stock assessment","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":[0.002682533,0.001040316,0.0006067797,0.004772556,0.001304995,0.005314191,0.001323965,0.001293746,0.278799],"category_scores_gemma":[0.006867911,0.0005468873,0.0004805409,0.006259916,0.0005498462,0.001906606,0.001763399,0.001204859,0.1980197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003831794,"about_ca_system_score_gemma":0.01000464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1221033,"about_ca_topic_score_gemma":0.1198117,"domain_scores_codex":[0.9964111,0.0003191131,0.0002460836,0.0004361251,0.002347253,0.000240309],"domain_scores_gemma":[0.9943722,0.0008128408,0.0003285403,0.0008614766,0.003232691,0.0003921272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006193868,0.00007780812,0.002499455,0.000376063,0.00001642411,0.00005061029,0.0001388156,0.0002161969,0.0004565355,0.004253822,0.8265518,0.1653004],"study_design_scores_gemma":[0.000006324469,0.00001355999,0.002928143,0.0001442617,0.000004580563,0.0000272227,0.00009406223,0.00007753163,0.000259606,0.0002350869,0.9962013,0.000008230079],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003201858,0.006282376,0.00244427,0.005966754,0.002727544,0.0006935904,0.07548792,0.001666703,0.901529],"genre_scores_gemma":[0.01115137,0.009149496,0.004247109,0.0009015729,0.0003313843,0.0003170579,0.04636747,0.0007237415,0.9268108],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.278799,"threshold_uncertainty_score":0.9326757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06828216333015187,"score_gpt":0.2808784883921227,"score_spread":0.2125963250619708,"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."}}