{"id":"W7133271911","doi":"","title":"Assessment of Scotian Shelf Snow Crab","year":2024,"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":"Fisheries and Oceans Canada","keywords":"Fishing; Nova scotia; Snow; Biomass (ecology); Bycatch; Ichthyoplankton","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0005140065,0.0003791193,0.0001299681,0.0005459124,0.0003835738,0.0007058302,0.0002652804,0.0002051144,0.001610573],"category_scores_gemma":[0.0008389006,0.000159589,0.0004825672,0.0004554689,0.0002742964,0.0002460953,0.0005291926,0.0001827034,0.0002905606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003324108,"about_ca_system_score_gemma":0.002288684,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.570989,"about_ca_topic_score_gemma":0.784884,"domain_scores_codex":[0.9997411,0.00003129827,0.00001505527,0.00004288579,0.0001104007,0.00005933253],"domain_scores_gemma":[0.9993722,0.00003687545,0.0001029164,0.00002499002,0.000347927,0.0001151599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001500951,0.00001468931,0.9628322,0.0001047218,0.000140268,0.0006627259,0.0002997596,0.01642624,0.004091201,0.0002815718,0.001474174,0.0135223],"study_design_scores_gemma":[0.000006774065,0.00007254939,0.9842621,0.00004781991,0.00002884294,0.0001489822,0.0005099018,0.009774243,0.0004745059,0.0001031565,0.004558426,0.00001262058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988641,0.0006490789,0.0007598795,0.0001630489,0.00002435935,0.00002777305,0.001511003,0.00003306741,0.008190799],"genre_scores_gemma":[0.9967925,0.0002460808,0.0003615726,0.00004974049,0.000003876852,0.000008301466,0.0007011361,0.000007604338,0.001829257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.429011,"threshold_uncertainty_score":0.8630751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009047977689618205,"score_gpt":0.2609251692371656,"score_spread":0.2518771915475475,"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."}}