{"id":"W4408630758","doi":"10.5006/cp2024_24_1-28","title":"New Proposed OSHA Standard: PPE Must Fit","year":2024,"lang":"en","type":"article","venue":"CoatingsPro","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Institute for Patient Safety","funders":"","keywords":"Reliability engineering; Computer science; Forensic engineering; Environmental science; Engineering","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001186588,0.0001445996,0.0002165776,0.0001378001,0.0007999417,0.00003928533,0.0002011022,0.0001818129,0.005090121],"category_scores_gemma":[0.000917506,0.0001166761,0.0000624664,0.0004851008,0.00003998109,0.0001477069,0.0001287316,0.001028733,0.004199069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002888179,"about_ca_system_score_gemma":0.003678227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004892359,"about_ca_topic_score_gemma":0.0001647449,"domain_scores_codex":[0.997524,0.0002382963,0.0005154064,0.0003651805,0.0006140975,0.0007429883],"domain_scores_gemma":[0.9978338,0.001115357,0.00006953853,0.0002733324,0.000255999,0.0004519728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005319075,0.00002938035,0.01960617,0.003407876,0.0000276759,0.00005069993,0.00432599,0.000006281686,0.0003613938,0.02546717,0.7264007,0.2197848],"study_design_scores_gemma":[0.0009249913,0.0003549643,0.01510829,0.001100488,0.00001310007,0.000003096228,0.0008418091,0.001372556,0.0001688096,0.004259064,0.9756106,0.0002422339],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1825559,0.00762498,0.0236173,0.1065841,0.01285133,0.01391864,0.0009016783,0.003341535,0.6486045],"genre_scores_gemma":[0.8847005,0.000124265,0.007524882,0.002427334,0.003288407,0.0002903472,0.0001260362,0.00009948954,0.1014188],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7021446,"threshold_uncertainty_score":0.9965762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1167792482938775,"score_gpt":0.5100253009150004,"score_spread":0.393246052621123,"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."}}