{"id":"W3013707207","doi":"10.1016/bs.mcps.2020.02.006","title":"Inherently safer design principles in risk management","year":2020,"lang":"en","type":"book-chapter","venue":"Methods in chemical process safety","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland; Dalhousie University","funders":"","keywords":"SAFER; Risk analysis (engineering); Hazard; Process (computing); Hazard analysis; Computer science; Engineering; Reliability engineering; Business; Computer security","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":[0.002418478,0.001374924,0.0006509763,0.001276689,0.000895791,0.002992231,0.001528966,0.00168534,0.01483241],"category_scores_gemma":[0.003441712,0.0007073989,0.0006733898,0.0008658399,0.004579412,0.004211503,0.001814113,0.004035478,0.004434138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001514661,"about_ca_system_score_gemma":0.001403552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006892935,"about_ca_topic_score_gemma":0.001067116,"domain_scores_codex":[0.9978032,0.0007722533,0.00007273654,0.0001535561,0.001139072,0.00005919606],"domain_scores_gemma":[0.9980257,0.001385826,0.00008666085,0.0002372037,0.0002292023,0.00003555873],"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":[0.000002420923,0.00001594269,0.00001745127,0.00009599848,0.000004904939,0.00001046344,0.0001034218,0.002746133,0.0001832641,0.9616802,0.007843376,0.0272965],"study_design_scores_gemma":[0.000002555758,0.000008595423,0.0000234269,0.00006767869,0.000003535085,0.00002777758,0.000023898,0.002768293,0.0003467276,0.905534,0.09118705,0.000006380435],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001038114,0.007824128,0.7378476,0.004509167,0.0008492933,0.00008094106,0.00008944061,0.0002720776,0.2474893],"genre_scores_gemma":[0.08377804,0.01730588,0.4742318,0.003790603,0.00190329,0.0007138076,0.0002052516,0.0006992093,0.4173721],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01483241,"threshold_uncertainty_score":0.04961932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.229598116944836,"score_gpt":0.4516500647146768,"score_spread":0.2220519477698409,"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."}}