{"id":"W4200452812","doi":"10.1021/acs.iecr.1c04211","title":"A New Process for Peracetic Acid Production from Acetic Acid and Hydrogen Peroxide Based on Kinetic Modeling and Distillation Simulation","year":2021,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Process Optimization and Integration","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Natural Science Foundation of China","keywords":"Peracetic acid; Hydrogen peroxide; Sulfuric acid; Chemistry; Acetic acid; Microreactor; Catalysis; Hydrolysis; Kinetics; Inorganic chemistry; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002303558,0.0001786828,0.0001662324,0.000085844,0.000105431,0.0001341292,0.0000695808,0.0002249218,0.00002829221],"category_scores_gemma":[0.001398964,0.0001994359,0.00002627488,0.0003286648,0.00001756968,0.0001689003,0.00001983968,0.0004035885,0.000001019032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001253996,"about_ca_system_score_gemma":0.0001184944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006908439,"about_ca_topic_score_gemma":0.000001039265,"domain_scores_codex":[0.9987828,0.00001812713,0.0002346917,0.0003663382,0.0003156813,0.000282423],"domain_scores_gemma":[0.999286,0.0001164103,0.00002143947,0.0001757173,0.0002553717,0.0001450687],"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":[0.00003028051,0.000006671751,0.00001513703,0.00009944937,0.000008590756,5.418376e-7,0.0000726866,0.6180277,0.3804221,0.00000238482,0.00001517706,0.001299178],"study_design_scores_gemma":[0.0004314697,0.00001473874,0.000006179115,0.0001186977,0.00001024181,0.000001494494,0.00004258493,0.5767264,0.4224387,0.0000334654,0.00006819776,0.0001077762],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9046965,0.000470296,0.09369928,0.000301893,0.000104663,0.0004166262,0.00002704701,0.0002067099,0.00007694551],"genre_scores_gemma":[0.9983053,0.00003332697,0.0007478658,0.000004127526,0.0005411414,0.00006754309,0.0001830327,0.00004700697,0.00007065402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09360877,"threshold_uncertainty_score":0.8132761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07489837089047059,"score_gpt":0.3219752348840086,"score_spread":0.2470768639935381,"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."}}