{"id":"W3028629337","doi":"10.1021/acs.chas.0c00050","title":"Let’s Disagree about Safety","year":2020,"lang":"en","type":"article","venue":"ACS Chemical Health & Safety","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"category_scores_codex":[0.003034363,0.0003491756,0.001101588,0.00009427859,0.0004984195,0.0001178083,0.001661862,0.0002206041,0.001682018],"category_scores_gemma":[0.003742091,0.0002605877,0.0004734996,0.002045684,0.0002641648,0.0003411812,0.0004763919,0.0006766989,0.003185804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002190206,"about_ca_system_score_gemma":0.0004101889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001793992,"about_ca_topic_score_gemma":0.00005654572,"domain_scores_codex":[0.9928873,0.0004089662,0.002394418,0.001207769,0.002191629,0.0009099819],"domain_scores_gemma":[0.9948193,0.001880293,0.0005661334,0.001087798,0.0002680901,0.00137836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009046516,0.0001270489,0.003038403,0.0000439603,0.00006047506,0.00001552833,0.002162502,0.0001918475,0.001023116,0.005682324,0.09009928,0.8966509],"study_design_scores_gemma":[0.001289326,0.0001380884,0.009786106,0.00003872994,0.00003312854,0.000009591948,0.0006676322,0.002651677,0.001257865,0.01962531,0.9639748,0.0005277061],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03351992,0.003121689,0.03155735,0.8963073,0.0005884084,0.0007495289,0.0003967793,0.0004113962,0.03334766],"genre_scores_gemma":[0.9509053,0.00415677,0.002888384,0.04005067,0.0008141785,0.00001139237,0.0001049513,0.00004108534,0.001027303],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9173853,"threshold_uncertainty_score":0.9999846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1097313417846476,"score_gpt":0.3912128338956715,"score_spread":0.2814814921110239,"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."}}