{"id":"W4400918069","doi":"10.1016/j.fishres.2024.107113","title":"Trends in population starvation mortality based on a spatiotemporal model of condition: Part 1: A case study of Atlantic cod on the Southern Grand Bank","year":2024,"lang":"en","type":"article","venue":"Fisheries Research","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Fisheries and Oceans Canada","funders":"","keywords":"Stock (firearms); Stock assessment; Starvation; Fishery; Population; Fish stock; Mortality rate; Fisheries management; Statistics; Environmental science; Mathematics; Geography; Ecology; Demography; Biology; Fish <Actinopterygii>; Fishing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007441081,0.0002994855,0.0002168465,0.0005633904,0.000269758,0.0006404586,0.0006077304,0.0003710931,0.0008707577],"category_scores_gemma":[0.001542581,0.0002215471,0.0005692217,0.0006579696,0.0003656547,0.0004468682,0.0003556321,0.0003579994,0.00008615325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003062957,"about_ca_system_score_gemma":0.0007252027,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3733476,"about_ca_topic_score_gemma":0.3970574,"domain_scores_codex":[0.9998496,0.00005191322,0.00001194113,0.00004820167,0.00001178944,0.00002659676],"domain_scores_gemma":[0.999266,0.0003350096,0.0001835349,0.00005924311,0.0001096788,0.00004645015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000903418,0.00007099265,0.6320146,0.00002549875,0.0001241572,0.0003409927,0.0002083782,0.3599385,0.001116556,0.001622001,0.0004833406,0.003964711],"study_design_scores_gemma":[0.00001211146,0.00006459185,0.1799049,0.00001073189,0.00005656898,0.00007224499,0.0002864642,0.8185003,0.000239685,0.0005608536,0.0002699182,0.00002169132],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977774,0.00002729213,0.001122755,0.00007971681,0.000001501386,0.000008262013,0.0005573966,0.00001654935,0.0004091005],"genre_scores_gemma":[0.9983823,0.00003032059,0.0009852748,0.000007201367,0.000001447257,0.000007019697,0.0003056565,0.000003184434,0.0002775702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6266525,"threshold_uncertainty_score":0.7423488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1499609213982759,"score_gpt":0.3666592025245587,"score_spread":0.2166982811262828,"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."}}