{"id":"W4240177548","doi":"10.1093/jaoac/90.1.85b","title":"Committee on Environmental Quality","year":2007,"lang":"en","type":"article","venue":"Journal of AOAC International","topic":"Chemical Safety and Risk Management","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Quality (philosophy); Environmental quality; Environmental science; Political science; Physics; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0004515865,0.00006917534,0.0001014589,0.00006075803,0.00001920546,0.000008933889,0.0002258214,0.00004177085,0.0007158165],"category_scores_gemma":[0.00006463382,0.00005575538,0.0001259796,0.00002648355,0.00002232672,0.00007343286,0.00004475095,0.0002560154,0.00005531449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002063722,"about_ca_system_score_gemma":0.000003610644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003101806,"about_ca_topic_score_gemma":7.354427e-7,"domain_scores_codex":[0.9989788,0.000007500636,0.0004010237,0.00006314544,0.0004432321,0.000106275],"domain_scores_gemma":[0.9995301,0.0001349715,0.000175726,0.00006787451,0.00002154851,0.00006974681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002636423,0.002428296,0.01869503,0.00004595069,0.001250299,0.0003652857,0.0006624699,0.008143742,0.7805855,0.0688082,0.02376896,0.09260985],"study_design_scores_gemma":[0.003922134,0.0002640473,0.1118572,0.0001502275,0.00005273624,0.0001303294,0.0004343266,0.002328085,0.4175183,0.003108939,0.4597465,0.0004871737],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9326556,0.00005946439,0.02147528,0.002033394,0.001228066,0.00004228734,0.00001385417,0.00001842883,0.04247357],"genre_scores_gemma":[0.9972484,0.0000272852,0.0008723204,0.000335381,0.0006154081,1.985164e-7,0.000005187348,0.000006683766,0.0008891873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4359775,"threshold_uncertainty_score":0.7837688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01348474013993146,"score_gpt":0.279273271655714,"score_spread":0.2657885315157825,"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."}}