{"id":"W6910868079","doi":"10.5066/p97457vd","title":"Modeled Pacific salmon escapement biomass and nutrient and contaminant concentrations across western North America, 1976-2015 (version 2.0, October 2024)","year":2024,"lang":"en","type":"dataset","venue":"USGS DOI Tool Production Environment","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Escapement; Nutrient; Biomass (ecology); Tonne; Metric (unit); Bayesian probability","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005773941,0.001228466,0.0009649436,0.0003404182,0.0006163219,0.0004419348,0.0003158899,0.0004004566,0.0006002315],"category_scores_gemma":[0.00004479477,0.001160055,0.0001688393,0.0004084679,0.0009473466,0.0005628879,0.0008155854,0.0008634895,0.01035257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0014543,"about_ca_system_score_gemma":0.00008522284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002671312,"about_ca_topic_score_gemma":0.0002160744,"domain_scores_codex":[0.9932368,0.0002837035,0.001164407,0.002870725,0.001397622,0.00104677],"domain_scores_gemma":[0.9970304,0.00004891003,0.0007313962,0.001712638,0.00006134746,0.0004153538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002397411,0.0008287425,0.001745922,0.0004859603,0.0003908014,0.00006940826,0.0008067486,0.0006988915,0.002046063,0.000001536451,0.9916455,0.001040692],"study_design_scores_gemma":[0.001146169,0.0004323197,0.002111481,0.0002077864,0.0008415329,0.0001018208,0.00110551,0.0004331247,0.0006365011,0.00001436027,0.9917293,0.001240073],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1243655,0.003465202,0.0001076422,0.001139001,0.00201579,0.0031075,0.8656471,0.0001418275,0.00001036454],"genre_scores_gemma":[0.02374412,0.01207225,0.000182433,0.00007700641,0.000770018,0.0007250202,0.9580933,0.0002201769,0.004115714],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1006214,"threshold_uncertainty_score":0.9990849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009890154761997737,"score_gpt":0.2396611087201084,"score_spread":0.2297709539581106,"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."}}