{"id":"W3187768491","doi":"10.18260/2-1-370.660-128867","title":"Book Review: Process Industry Economics: Principles Concepts and Applications By D. Brennan","year":2021,"lang":"en","type":"article","venue":"Chemical Engineering Education","topic":"Process Optimization and Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Process (computing); Management science; Engineering ethics; Engineering; Engineering management; Computer science","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":[0.0007278215,0.001052843,0.001313174,0.002120192,0.0006388194,0.00267799,0.0009377524,0.001229329,0.05767405],"category_scores_gemma":[0.003392797,0.000413976,0.0005235561,0.003229841,0.0004792543,0.003196394,0.0007998633,0.002821044,0.06030451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00145489,"about_ca_system_score_gemma":0.002681071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002914478,"about_ca_topic_score_gemma":0.005527967,"domain_scores_codex":[0.9992144,0.00005056581,0.00002914887,0.00009636569,0.0005794145,0.00003005191],"domain_scores_gemma":[0.9983518,0.0004289428,0.00008596706,0.0000429104,0.0009530832,0.0001374156],"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":[0.000006995298,0.00001140053,0.00003204366,0.000207313,0.000003817271,0.00001430953,0.00001346034,0.0001334068,0.0001836581,0.002729547,0.9126598,0.08400433],"study_design_scores_gemma":[0.000002986477,0.000008328676,0.0001379762,0.0001902168,0.000003509911,0.00007990143,0.00001057543,0.0000889065,0.00007762102,0.001617837,0.997777,0.000005066292],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006262221,0.6687441,0.008522726,0.0359936,0.04484696,0.0001674901,0.0009582939,0.0006275259,0.2395131],"genre_scores_gemma":[0.00326631,0.3288966,0.004486115,0.008489189,0.01373739,0.0001357919,0.0009984439,0.0003760812,0.6396142],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05767405,"threshold_uncertainty_score":0.1929389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005043376330864474,"score_gpt":0.2395809190676316,"score_spread":0.2345375427367672,"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."}}