{"id":"W2075149439","doi":"10.1038/sj.ph.1900611","title":"Chemical incident management","year":2000,"lang":"en","type":"article","venue":"Public Health","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Hazardous waste; Public health; Business; Pooling; Stockpile; Multidisciplinary approach; Environmental planning; Environmental health; Environmental science; Waste management; Medicine; Engineering; Computer science; Political science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001122614,0.00008397173,0.0001196805,0.00002083739,0.0001633462,0.00003029185,0.0001959361,0.00003935037,0.02568832],"category_scores_gemma":[0.00001753596,0.00007791516,0.00002550048,0.0002246673,0.00007172249,0.0001921841,0.0000792253,0.0001233533,0.005472025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000567431,"about_ca_system_score_gemma":0.00005136673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008906012,"about_ca_topic_score_gemma":0.00005776273,"domain_scores_codex":[0.998384,0.00009597465,0.000269306,0.0002313086,0.0003551147,0.0006643072],"domain_scores_gemma":[0.9989442,0.00001759861,0.00004858316,0.0002446298,0.000002036096,0.0007429184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000481639,0.0001333087,0.003045864,0.00003781695,0.000003049471,0.000003004307,0.000888213,0.00001052886,0.000001890737,0.001524063,0.109516,0.8848315],"study_design_scores_gemma":[0.0001892295,0.00003237074,0.0832981,0.000005307878,6.897838e-7,0.000005776442,0.00005988627,0.000176189,0.000005171995,0.0005091258,0.9156338,0.00008433956],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4366703,0.00007200828,0.0007564381,0.2628833,0.000101768,0.0005351789,0.000006041486,0.0001874317,0.2987876],"genre_scores_gemma":[0.8724855,0.000365475,0.005483797,0.1159248,0.0000978773,0.00003615175,0.00001712617,0.00001555126,0.005573759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8847471,"threshold_uncertainty_score":0.9953023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06510945441900905,"score_gpt":0.3313503164546969,"score_spread":0.2662408620356879,"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."}}