{"id":"W4391611810","doi":"10.1002/cjce.25202","title":"Sustainable process design for heat exchanger network considering inherent safety and process economics","year":2024,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Process Optimization and Integration","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inherent safety; SAFER; Process (computing); Process safety; Process design; Heat exchanger; Risk analysis (engineering); Computer science; Work in process; Engineering; Process integration; Reliability engineering; Process engineering; Operations management; Business; Computer security; Mechanical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006769306,0.0004504469,0.0003448195,0.000497515,0.0003112808,0.0005513132,0.0003916044,0.000409818,0.001241236],"category_scores_gemma":[0.0006676134,0.000199958,0.0004355373,0.0003506727,0.0003316847,0.000514304,0.0005224631,0.0003194477,0.00009609114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000810487,"about_ca_system_score_gemma":0.001060392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001234396,"about_ca_topic_score_gemma":0.002162627,"domain_scores_codex":[0.9996183,0.0001005776,0.00001330577,0.00004499474,0.000187739,0.00003513493],"domain_scores_gemma":[0.9997879,0.00008452491,0.00003519536,0.0000133074,0.00006951889,0.000009670431],"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":[0.000065148,0.00003613012,0.0009779244,0.0001102382,0.00001723033,0.00006244994,0.00003547539,0.9265248,0.0337765,0.008933392,0.0001448565,0.02931582],"study_design_scores_gemma":[0.00001163321,0.0001505801,0.0003568776,0.000005646745,0.00001190507,0.000023236,0.00001852932,0.9853536,0.009043009,0.004011556,0.001007281,0.000006225529],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1567983,0.0002104124,0.8343585,0.00007695476,0.00002021756,0.00009550396,0.00004156699,0.0001613377,0.008237213],"genre_scores_gemma":[0.9001424,0.0001057508,0.09770671,0.00001154016,0.000004259798,0.00009504106,0.00003680005,0.00001865084,0.001878814],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001241236,"threshold_uncertainty_score":0.005880535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01234146290100844,"score_gpt":0.2050682666853502,"score_spread":0.1927268037843418,"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."}}