{"id":"W7133287510","doi":"","title":"Rebuilding simulations for 3Ps cod","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":"Fisheries and Oceans Canada","keywords":"Gadus; Stock (firearms); Fishing; Atlantic cod; Time horizon; Climate change","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":[0.0004170885,0.0005621033,0.0005557585,0.0005024066,0.0009142612,0.0008662414,0.001457051,0.001456254,0.007608202],"category_scores_gemma":[0.001532624,0.0003247001,0.001230875,0.0004052039,0.0005737279,0.0004219371,0.001042897,0.001009333,0.0005336499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001778004,"about_ca_system_score_gemma":0.002098001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.195762,"about_ca_topic_score_gemma":0.1278777,"domain_scores_codex":[0.9998404,0.0000270549,0.000009993468,0.00002572616,0.00003979852,0.00005697847],"domain_scores_gemma":[0.9992754,0.0003448999,0.00004988812,0.0000461117,0.0001796641,0.0001040343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008647216,0.00006268734,0.005195754,0.00003778842,0.00002938208,0.0001649391,0.00007043692,0.9888909,0.0005354043,0.001649691,0.001408967,0.001867561],"study_design_scores_gemma":[0.00005362672,0.00004553633,0.001920595,0.00001703086,0.00001558833,0.00002829551,0.0001113372,0.9946685,0.0004025362,0.0007143369,0.002008051,0.00001447349],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9230014,0.0001634263,0.01249626,0.0006631965,0.0001521791,0.0001606899,0.00737304,0.0005766077,0.05541312],"genre_scores_gemma":[0.9798514,0.0001034613,0.007956951,0.0001490956,0.0000133444,0.0002226233,0.003971247,0.000115978,0.007615786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.195762,"threshold_uncertainty_score":0.3892452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01548675021820897,"score_gpt":0.267532858631049,"score_spread":0.25204610841284,"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."}}