{"id":"W2796721864","doi":"10.1525/cse.2017.000711","title":"Evaluating Risk After a Hazardous Waste Treatment Plant Released Persistent Organic Pollutants. Part 1. Background and Policy Issues","year":2018,"lang":"en","type":"article","venue":"Case Studies in the Environment","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Resources Canada; Health Canada","keywords":"Hazardous waste; Risk assessment; Pollutant; Risk management; Environmental health; Environmental planning; Human health; Health risk; Subsidy; Environmental science; Environmental protection; Waste management; Business; Engineering; Medicine; Political science; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0008439277,0.0003999207,0.0003808317,0.00005003832,0.0007036724,0.00005643188,0.0002067003,0.00007736769,0.001161037],"category_scores_gemma":[0.00008212406,0.0002606263,0.0001312947,0.0001690665,0.001454639,0.0001577939,0.0005613673,0.0001662573,0.0004263208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001807284,"about_ca_system_score_gemma":0.00001080543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006083787,"about_ca_topic_score_gemma":0.0005076266,"domain_scores_codex":[0.9971479,0.000557252,0.0004335871,0.0006254268,0.0006500429,0.0005858552],"domain_scores_gemma":[0.9989076,0.0001858336,0.000184249,0.0005744727,0.000002558769,0.000145285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001104299,0.004544275,0.4368841,0.0000953262,0.00284138,0.01184506,0.3569963,0.001493274,0.008343591,0.00008541482,0.004020747,0.1717462],"study_design_scores_gemma":[0.01211242,0.01641156,0.395912,0.0003170696,0.002414905,0.006119961,0.5103702,0.004425067,0.003645256,0.003873783,0.0404926,0.00390523],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958131,0.00182858,0.000004950372,0.0007368579,0.0001585098,0.0006430112,0.0001485942,0.00001476367,0.0006516337],"genre_scores_gemma":[0.993453,0.00418566,0.0002953594,0.0004966617,0.0003784657,0.0001671421,0.000004914273,0.00003086648,0.0009879933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.167841,"threshold_uncertainty_score":0.9999846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07868353337155738,"score_gpt":0.3695916152925589,"score_spread":0.2909080819210015,"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."}}