{"id":"W7096815619","doi":"","title":"RISK ASSESSMENT AND USE OF RISK ACCEPTANCE CRITERIA FOR THE REGULATION OF DANGEROUS SUBSTANCES","year":2011,"lang":"en","type":"article","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Risk assessment; Identification (biology); Hazardous waste; Risk management; Risk factor; Risk management tools","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006924703,0.00004212773,0.00008188825,0.00002420264,0.0001959545,0.00002644645,0.00009253941,0.00002563965,0.0005356563],"category_scores_gemma":[0.00008334256,0.00002806799,0.000033254,0.00008088911,0.0002052121,0.0002374065,0.00001875708,0.0000244593,6.051824e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001549632,"about_ca_system_score_gemma":0.00001420714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005879722,"about_ca_topic_score_gemma":0.01099114,"domain_scores_codex":[0.999406,0.0001206216,0.0001503168,0.0000956677,0.0001449008,0.00008243188],"domain_scores_gemma":[0.9993681,0.000198431,0.0001843127,0.000128707,0.00009943579,0.00002103865],"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":[0.000127125,0.0001579002,0.2395774,0.00003509543,0.00009057368,8.164514e-8,0.0915467,0.00002797093,0.0007588837,0.2073018,0.008220584,0.4521559],"study_design_scores_gemma":[0.0001544845,0.00003313013,0.9671702,0.000005300722,0.00004700825,1.617616e-8,0.01048446,0.0004559803,0.0001605251,0.004390291,0.01705206,0.00004650465],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9096124,0.0001178876,0.07687595,0.0001826833,0.0002357306,0.0006182957,0.00003139425,0.0000262623,0.01229937],"genre_scores_gemma":[0.973873,0.002879728,0.02248397,0.00002461327,0.00002873101,0.00001814757,9.915424e-7,0.000002966377,0.000687907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7275929,"threshold_uncertainty_score":0.888842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1078871527094917,"score_gpt":0.3794447648931273,"score_spread":0.2715576121836356,"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."}}