{"id":"W2028075904","doi":"10.1080/15459624.2011.582791","title":"Solvent Substitution: An Analysis of Comprehensive Hazard Screening Indices","year":2011,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Hygiene","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Sante Montreal","funders":"U.S. Environmental Protection Agency","keywords":"Environmental science; Hazard; Hazard analysis; Flammability; Air monitoring; Volatility (finance); Toxicology; Environmental chemistry; Statistics; Environmental health; Chemistry; Mathematics; Environmental engineering; Engineering; Medicine; Econometrics; Reliability engineering; Organic chemistry","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":[],"category_scores_codex":[0.00007763028,0.00008747839,0.0001767964,0.00005472547,0.00004657047,0.000004894292,0.0001084892,0.00003891121,0.001308063],"category_scores_gemma":[0.000003873719,0.00007589933,0.00009717087,0.0001269926,0.0001781147,0.0002649777,0.00006367876,0.00008196326,0.0000021873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004853445,"about_ca_system_score_gemma":0.000003376814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001923212,"about_ca_topic_score_gemma":0.000002935456,"domain_scores_codex":[0.9992185,0.000009699661,0.0002902254,0.0001073645,0.0002830239,0.00009117151],"domain_scores_gemma":[0.9995799,0.00001996439,0.0002072118,0.0000740762,0.00000474784,0.0001141016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002599741,0.0003230049,0.6876762,0.00001107125,0.000302989,0.00001650051,0.0004904593,0.03100649,0.2777241,0.0000386328,0.00001332403,0.002137342],"study_design_scores_gemma":[0.0002395243,0.00008502149,0.9432227,0.00000990659,0.0002059246,0.00003124423,0.0003009803,0.004141391,0.0514568,0.00002841781,0.0001877618,0.00009031048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973891,0.00009176522,0.002246338,0.000004783312,0.00002325688,0.00001897211,0.00002091765,0.000002623863,0.0002022323],"genre_scores_gemma":[0.9964358,0.00003579456,0.003437473,0.00002278595,0.00002488647,6.737538e-7,0.00002691455,0.000003388141,0.00001230538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2555465,"threshold_uncertainty_score":0.9996049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03148668423840881,"score_gpt":0.2420415318798285,"score_spread":0.2105548476414197,"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."}}