{"id":"W2803618155","doi":"10.1287/msom.2018.0710","title":"Are Hazardous Substance Rankings Effective? An Empirical Investigation of Information Dissemination About the Relative Hazards of Chemicals and Emissions Reductions","year":2018,"lang":"en","type":"article","venue":"Manufacturing & Service Operations Management","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agency for Toxic Substances and Disease Registry; Ivey Business School, Western University","keywords":"Hazard; Hazardous waste; Business; Panel data; Hazard ratio; Environmental science; Environmental hazard; Environmental health; Operations management; Environmental economics; Waste management; Economics; Statistics; Engineering; Mathematics; Medicine; Confidence interval; Chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02005631,0.0003863666,0.0008569689,0.002008371,0.0005179039,0.002890629,0.001368823,0.001786618,0.0104196],"category_scores_gemma":[0.1633992,0.0003012722,0.001043967,0.003945493,0.002107509,0.004745184,0.001518071,0.002039246,0.0006226045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001955668,"about_ca_system_score_gemma":0.002451937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01005028,"about_ca_topic_score_gemma":0.00577536,"domain_scores_codex":[0.9765695,0.01607564,0.001272205,0.001774396,0.00273661,0.0015717],"domain_scores_gemma":[0.4671776,0.4104845,0.10417,0.007046381,0.006137069,0.00498447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001185175,0.002021852,0.9277345,0.0007858074,0.001516761,0.0001941101,0.001389548,0.006634713,0.0003997061,0.003999058,0.002314783,0.05182406],"study_design_scores_gemma":[0.0003315995,0.001672553,0.9745346,0.0002451667,0.000781638,0.00006870079,0.004473049,0.01053213,0.0005880121,0.003387119,0.003349614,0.00003580086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844222,0.001288202,0.001649712,0.003635901,0.00003436716,0.0001938328,0.001038998,0.00003662149,0.007700199],"genre_scores_gemma":[0.9985871,0.0002433629,0.0004076673,0.0001939291,0.00003255653,0.00004807438,0.0001818663,0.000005220404,0.0003002824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02005631,"threshold_uncertainty_score":0.1060691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009262746027699161,"score_gpt":0.2500327510763488,"score_spread":0.2407700050486496,"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."}}