{"id":"W2115505852","doi":"10.1002/tqem.21348","title":"Where Is the “T” in Environmental, Health, and Safety (EHS)? An Argument for Formalized Hazardous Materials Transportation Management Systems","year":2013,"lang":"en","type":"article","venue":"Environmental Quality Management","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WSP (Canada)","funders":"","keywords":"Hazardous waste; Argument (complex analysis); Risk analysis (engineering); Risk management; Business; Transport engineering; Engineering; Medicine; Waste management","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":[0.004750796,0.0003607577,0.000624166,0.0002079822,0.00051831,0.0004079986,0.0006654234,0.00008180871,0.001355532],"category_scores_gemma":[0.000006259317,0.0002590977,0.0001751205,0.0001835845,0.0001858427,0.0007069695,0.0001569479,0.00009722119,0.0002276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003614252,"about_ca_system_score_gemma":0.000005633488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005395064,"about_ca_topic_score_gemma":0.0001325815,"domain_scores_codex":[0.9942867,0.0007842199,0.001932874,0.0009621938,0.001471546,0.0005624688],"domain_scores_gemma":[0.9979606,0.0001921259,0.0005737749,0.001030226,0.000005280583,0.0002379786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001955488,0.003495561,0.05104903,0.001524848,0.001709642,0.00004325112,0.03317295,0.008011763,0.001434392,0.03913639,0.0203986,0.8380681],"study_design_scores_gemma":[0.005870441,0.0005064348,0.6841808,0.0001096597,0.0002008988,0.000003902877,0.1299049,0.00421839,0.0002612121,0.01242907,0.161272,0.001042333],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652607,0.002090524,0.01290883,0.0106114,0.0003692862,0.00740077,0.0006885793,0.00004404467,0.0006258735],"genre_scores_gemma":[0.9813418,0.01025323,0.001664259,0.001646946,0.00003749956,0.001030298,0.0003405623,0.00003096522,0.003654433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8370258,"threshold_uncertainty_score":0.9999861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04209986520441488,"score_gpt":0.3269038800916108,"score_spread":0.2848040148871959,"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."}}