{"id":"W4400747112","doi":"10.1101/2024.07.12.603178","title":"Influence of predation mortality on past and future dynamics of Pacific Herring: implications for stock status and future biomass","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nuu Chah Nulth Tribal Council; Fisheries and Oceans Canada","funders":"","keywords":"Herring; Predation; Stock (firearms); Fishery; Biomass (ecology); Geography; Environmental science; Economics; Ecology; Biology; Fish <Actinopterygii>","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":[0.001465556,0.0004861384,0.0003230257,0.0004407499,0.0003177811,0.001092296,0.0005002028,0.0004617559,0.001193209],"category_scores_gemma":[0.003417266,0.0003590474,0.0006320878,0.0002314341,0.0003890533,0.0007105942,0.0004717453,0.0003949239,0.0001391026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008990715,"about_ca_system_score_gemma":0.0004872204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03984448,"about_ca_topic_score_gemma":0.03774421,"domain_scores_codex":[0.9997975,0.00006919254,0.00001489738,0.0000567085,0.00002764081,0.00003402551],"domain_scores_gemma":[0.9985731,0.0007297843,0.0002633186,0.00008947837,0.000149907,0.0001945287],"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":[0.0001826311,0.00005271793,0.9036466,0.00003149709,0.000424854,0.0002315635,0.00006489235,0.08596107,0.004038094,0.0003349928,0.0001154295,0.004915612],"study_design_scores_gemma":[0.000008074428,0.0001439238,0.7501608,0.00002047823,0.0001478714,0.0001452259,0.0002199374,0.2476996,0.0007216691,0.0005102926,0.0001961611,0.00002607606],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988226,0.00009724529,0.0005099299,0.00005363306,0.000003154993,0.000001713515,0.0001187636,0.000009161449,0.0003838374],"genre_scores_gemma":[0.9996585,0.00003407403,0.0001363055,0.000008516679,0.000001914942,0.000001114811,0.00006799663,0.000002690742,0.00008898635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03984448,"threshold_uncertainty_score":0.07922512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009674787561162667,"score_gpt":0.2400719581164068,"score_spread":0.2303971705552441,"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."}}