{"id":"W4249807473","doi":"10.1093/jaoac/87.1.335","title":"Committee on Environmental Quality","year":2004,"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 science; Business; Philosophy","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":[0.0001508889,0.00007034175,0.000103195,0.00004522008,0.00001972255,0.00001094534,0.0002293657,0.00003692691,0.0005044451],"category_scores_gemma":[0.00004917306,0.00005640989,0.0001300365,0.00002301527,0.00002273329,0.00008576523,0.00004434307,0.0002384545,0.00007589271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002937235,"about_ca_system_score_gemma":0.00000719951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005633454,"about_ca_topic_score_gemma":4.903535e-7,"domain_scores_codex":[0.9991171,0.000007230529,0.0003246511,0.00006477741,0.0004021445,0.00008403846],"domain_scores_gemma":[0.9996562,0.00004760532,0.0001511914,0.0000689598,0.00001797778,0.00005807872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001496538,0.00337543,0.004560353,0.00005300885,0.001411157,0.0002902037,0.0008769961,0.1587621,0.623278,0.1703217,0.00887567,0.02669894],"study_design_scores_gemma":[0.01240368,0.0005627936,0.05251315,0.0004272558,0.00009945998,0.0002532136,0.0004929596,0.002066011,0.6066369,0.02820932,0.2954785,0.0008567593],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9642141,0.0000602497,0.009895855,0.006067708,0.001013187,0.00004530072,0.00002051716,0.00001992891,0.01866308],"genre_scores_gemma":[0.9977388,0.00004380709,0.001003862,0.000362603,0.0004407327,5.230721e-7,0.000005750196,0.000006730683,0.0003972332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2866029,"threshold_uncertainty_score":0.552332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01275469622622763,"score_gpt":0.2627436781786058,"score_spread":0.2499889819523782,"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."}}