{"id":"W4382052691","doi":"10.1109/ispce57441.2023.10158758","title":"Protective and Functional Safety Control-Interpretative Differences","year":2023,"lang":"en","type":"article","venue":"","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Control (management); Functional safety; Computer science; Risk analysis (engineering); Medicine; Engineering; Reliability engineering; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02510962,0.0007220866,0.0004825909,0.002075516,0.0008366777,0.003314576,0.0009406082,0.001174822,0.006061281],"category_scores_gemma":[0.1390325,0.0002959472,0.0008699339,0.001084126,0.009224981,0.005499749,0.003061942,0.002648015,0.0003079755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001975468,"about_ca_system_score_gemma":0.001897143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001586133,"about_ca_topic_score_gemma":0.001242813,"domain_scores_codex":[0.9714129,0.01563471,0.001383959,0.002119455,0.00813096,0.001318034],"domain_scores_gemma":[0.8829059,0.08141425,0.01016846,0.01097069,0.01262647,0.001914233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00156364,0.0007698029,0.06314945,0.0006924563,0.0004971575,0.0002504734,0.01249922,0.007173276,0.003091269,0.7909583,0.003084484,0.1162706],"study_design_scores_gemma":[0.0002651094,0.0005742167,0.1036141,0.0005024251,0.0003956094,0.0003153464,0.009037217,0.01119036,0.003614569,0.8624855,0.007855973,0.0001496312],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5701343,0.004762466,0.1859604,0.013779,0.001029663,0.0006515985,0.0008791401,0.000187272,0.2226161],"genre_scores_gemma":[0.9945333,0.0001836281,0.003761895,0.0003965515,0.0001072746,0.0001132008,0.00007849582,0.00001801161,0.0008075695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02510962,"threshold_uncertainty_score":0.132794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07498311521054357,"score_gpt":0.3419968733255168,"score_spread":0.2670137581149732,"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."}}