{"id":"W4402612829","doi":"10.1002/cjce.25499","title":"Special issue section on process system safety and risk engineering","year":2024,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Section (typography); Process (computing); Special section; Engineering; Computer science; Construction engineering; Risk analysis (engineering); Business; Programming language; Engineering physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00158715,0.0001241897,0.0002533183,0.0003984479,0.0001043978,0.0003171973,0.0003364956,0.0000806953,0.000068391],"category_scores_gemma":[0.001085894,0.00007860067,0.000133232,0.0006681923,0.0000310002,0.0001712067,0.00001081636,0.0005729246,0.00002290451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000246948,"about_ca_system_score_gemma":0.0001781366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003516385,"about_ca_topic_score_gemma":0.0001808344,"domain_scores_codex":[0.9986067,0.00002708046,0.0004932663,0.0001530856,0.0005033876,0.0002164961],"domain_scores_gemma":[0.998751,0.0005227228,0.00009178208,0.0001528038,0.0001204186,0.0003612157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006364578,0.00000456113,0.0002878167,0.0001045724,0.0002765978,0.0002487988,0.002437505,0.9430782,0.001478514,0.002678894,0.005861514,0.04347937],"study_design_scores_gemma":[0.0004191472,0.0001014516,0.0009966245,0.000876272,0.000298755,0.001122045,0.0005923688,0.7436635,0.008971368,0.001106785,0.2413387,0.0005130075],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729241,0.002038831,0.0105422,0.003660311,0.006700955,0.0001610101,0.0000440812,0.00008069903,0.003847844],"genre_scores_gemma":[0.9935114,0.00002901136,0.00009403988,0.00001087607,0.006251489,6.681732e-7,3.657234e-7,0.00001476008,0.00008742207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2354772,"threshold_uncertainty_score":0.3205242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01183176575077285,"score_gpt":0.2460654595396287,"score_spread":0.2342336937888558,"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."}}