{"id":"W7133273347","doi":"","title":"Sea Scallop Southern Gulf of St. Lawrence","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":"Scallop; Fishing; Stock (firearms); Climate change; Ecosystem; Marine ecosystem; Fish stock","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0002915935,0.0002824743,0.0001690856,0.001497279,0.001080121,0.000756979,0.00060681,0.0001911679,0.01204142],"category_scores_gemma":[0.0005790339,0.0001205018,0.0001278711,0.001550045,0.0002138007,0.0003791868,0.0004877053,0.0002430092,0.004106232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00497321,"about_ca_system_score_gemma":0.009472564,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.883603,"about_ca_topic_score_gemma":0.9480141,"domain_scores_codex":[0.9997961,0.000005959135,0.00001233417,0.00002370298,0.00009751586,0.00006443868],"domain_scores_gemma":[0.9988422,0.00001453239,0.00008979523,0.00002563717,0.000936693,0.00009119747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003787887,0.0001028192,0.5937693,0.0005400303,0.00007866223,0.0004462179,0.001079982,0.0006013461,0.002259994,0.003342193,0.2495248,0.1478759],"study_design_scores_gemma":[0.00002745069,0.00007740131,0.7292598,0.0003324125,0.00003436592,0.0001027847,0.001573669,0.0006357493,0.0008510365,0.0001941812,0.2668869,0.00002424921],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5022416,0.001640297,0.0006428881,0.001914659,0.0002146571,0.0002199352,0.1640975,0.0007724191,0.3282561],"genre_scores_gemma":[0.6044281,0.00276597,0.002271491,0.0006214995,0.000040757,0.000184027,0.1162173,0.00008466207,0.2733863],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.116397,"threshold_uncertainty_score":0.2341648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009742035472939732,"score_gpt":0.2365054739576003,"score_spread":0.2267634384846605,"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."}}