{"id":"W4409730823","doi":"10.1139/cjfas-2024-0270","title":"Estimating predation of adult sockeye salmon by American white pelicans in the Columbia River using a state-space Bayesian approach","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bureau of Reclamation; Pacific Salmon Commission","keywords":"Predation; White (mutation); Fishery; Bayesian probability; Geography; Ecology; Biology; Statistics; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"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":[0.001473518,0.0003998181,0.0003363114,0.001077876,0.0004963095,0.0007641522,0.0006778018,0.0004375373,0.0007050541],"category_scores_gemma":[0.004185812,0.0005757067,0.0005480395,0.0005799123,0.0003810971,0.0005393405,0.0006306998,0.000398632,0.0001029582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001904892,"about_ca_system_score_gemma":0.002603679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.429088,"about_ca_topic_score_gemma":0.5595222,"domain_scores_codex":[0.9996191,0.0001078722,0.00002868942,0.0001255349,0.00006528079,0.00005347086],"domain_scores_gemma":[0.9987766,0.0005636028,0.0002412214,0.00008131355,0.0002386381,0.00009866848],"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":[0.0001774224,0.0001115088,0.7878992,0.00002830424,0.0003595836,0.00006933373,0.0002027283,0.1921384,0.001196393,0.0008475998,0.0003852078,0.01658442],"study_design_scores_gemma":[0.00001495808,0.00005848473,0.3107706,0.00001890123,0.00007994456,0.00003797462,0.0002305315,0.6871846,0.0002713568,0.001005288,0.0002928973,0.00003440695],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991457,0.00005003458,0.007685286,0.00004806366,0.000001757594,0.0000149432,0.0003591569,0.00003828434,0.0003455261],"genre_scores_gemma":[0.9949238,0.00004887404,0.003767825,0.00001080065,0.00000227605,0.00001503623,0.0007874007,0.000004920817,0.0004392082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.429088,"threshold_uncertainty_score":0.8531808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009006669444419352,"score_gpt":0.2167472845482361,"score_spread":0.2077406151038167,"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."}}