{"id":"W4380904362","doi":"10.1016/bs.mcps.2023.05.007","title":"ISD regulatory requirements","year":2023,"lang":"en","type":"book-chapter","venue":"Methods in chemical process safety","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Directive; SAFER; Agency (philosophy); Regulatory state; Regulatory agency; Business; Risk analysis (engineering); Environmental planning; Engineering; Political science; Public administration; Computer security; Computer science; Geography; Corporate governance","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":[0.008828362,0.001204221,0.001326648,0.004355652,0.003268138,0.01020044,0.004187367,0.01047221,0.1580074],"category_scores_gemma":[0.01432693,0.001108204,0.001815944,0.002097339,0.002025163,0.003209315,0.003571943,0.006540018,0.1346122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00383017,"about_ca_system_score_gemma":0.01236009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01538275,"about_ca_topic_score_gemma":0.01679358,"domain_scores_codex":[0.985341,0.001635171,0.0007075559,0.0008322389,0.01026749,0.001216558],"domain_scores_gemma":[0.9896716,0.001797855,0.0003090752,0.001501838,0.006308692,0.0004109533],"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":[0.00006883335,0.0001333424,0.0002106369,0.0004225017,0.000007914548,0.0001982056,0.000316994,0.0004284932,0.002328652,0.2007509,0.7199661,0.07516751],"study_design_scores_gemma":[0.000006205578,0.0000179663,0.0001351326,0.0001276493,0.00000416425,0.00006933141,0.00004171192,0.00008484079,0.0005780667,0.004642543,0.9942837,0.000008552883],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004121769,0.0007332622,0.003774696,0.003290372,0.001307781,0.0003147643,0.001317241,0.0004464003,0.9884034],"genre_scores_gemma":[0.00629958,0.00144741,0.006807493,0.007439072,0.0005509204,0.0006516904,0.003426582,0.0004090161,0.9729682],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1580074,"threshold_uncertainty_score":0.5285875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2575556282814089,"score_gpt":0.5104330020817,"score_spread":0.2528773738002911,"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."}}