{"id":"W4294124188","doi":"10.1080/10803548.2022.2119699","title":"Risk-based inspection applied to two-post above-ground automotive lifts","year":2022,"lang":"en","type":"article","venue":"International Journal of Occupational Safety and Ergonomics","topic":"Elevator Systems and Control","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Institut de recherche Robert-Sauvé en santé et en sécurité du travail","funders":"Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail","keywords":"Automotive industry; Engineering; Redundancy (engineering); Reliability engineering; Grid; Criticality; Work (physics); Baseline (sea); Forensic engineering; Computer science; Mechanical engineering; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.0003784414,0.0001192358,0.000174608,0.0002389635,0.0001879975,0.00005642371,0.0002253484,0.00002929753,0.00008376502],"category_scores_gemma":[0.00004327272,0.0001276045,0.00008554691,0.00009461965,0.00001874987,0.0001481305,0.00004600069,0.0002653436,0.000009016192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005227411,"about_ca_system_score_gemma":0.0001163213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005535017,"about_ca_topic_score_gemma":0.00004023244,"domain_scores_codex":[0.9988949,0.00003442471,0.0004881941,0.0001110902,0.000358213,0.0001131702],"domain_scores_gemma":[0.9991711,0.0001249647,0.0002393509,0.00006583569,0.000303051,0.00009570819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.006984178,0.00006299219,0.002251541,0.000004963983,0.0002888766,0.000009630637,0.0003612667,0.9761001,0.0009373884,0.004831336,0.000526899,0.007640852],"study_design_scores_gemma":[0.005482707,0.0004164699,0.8022355,0.00004033259,0.00007177614,0.0001971718,0.0006961366,0.1207653,0.0005515429,0.0003080991,0.0687291,0.0005058849],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9559016,0.0001177756,0.04034575,0.0002465244,0.002347894,0.0001401844,0.0003625707,0.00005151256,0.0004861875],"genre_scores_gemma":[0.9980147,0.00002647924,0.0008195791,0.0004445388,0.0006059819,0.00001273035,0.00003622311,0.00001802907,0.00002167993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8553348,"threshold_uncertainty_score":0.5203561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006650779105045986,"score_gpt":0.2323640483678967,"score_spread":0.2257132692628507,"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."}}