{"id":"W2008269543","doi":"10.1007/s11244-010-9541-5","title":"Kinetics of the Syntheses of Mesityl Oxide (MO) and Methyl Isobutyl Ketone (MIBK) in a Fixed-Bed Flow Reactor (FBR)","year":2010,"lang":"en","type":"article","venue":"Topics in Catalysis","topic":"Process Optimization and Integration","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Methyl isobutyl ketone; Catalysis; Chemistry; Mesityl oxide; Selectivity; Space velocity; Ketone; Nuclear chemistry; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001125072,0.0000791435,0.0001893818,0.0001265999,0.000007205614,0.000008227713,0.0001389611,0.00008682626,0.00003176881],"category_scores_gemma":[0.0004492767,0.00006303599,0.00003611777,0.0003327167,0.00004571813,0.00007724477,0.00003245727,0.0001608793,5.637177e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001922695,"about_ca_system_score_gemma":0.000007635262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001522398,"about_ca_topic_score_gemma":0.001432682,"domain_scores_codex":[0.9994468,0.00001644979,0.0002631758,0.00009094081,0.0001028901,0.00007973512],"domain_scores_gemma":[0.9995916,0.00008231768,0.00005286806,0.0002059138,0.00004919007,0.00001812012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001957632,0.0001876999,0.0234975,0.0003622091,0.00009057987,0.000001324584,0.003435201,0.02651386,0.9170706,0.001879987,0.0001178563,0.0268236],"study_design_scores_gemma":[0.0001477087,0.000008792545,0.009314775,0.00005087847,0.00002903192,8.637513e-7,0.0001203241,0.07047497,0.9190433,0.0002323965,0.0004818253,0.00009513122],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966606,0.0001583079,0.001571796,0.000134776,0.00007738311,0.00008540882,0.0000146554,0.00001828144,0.001278729],"genre_scores_gemma":[0.9959271,0.0001271492,0.003814979,0.00001291865,0.0000136359,0.000007444382,0.000007330164,0.000008450129,0.00008096975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04396112,"threshold_uncertainty_score":0.2570533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00826451561458358,"score_gpt":0.216164184413548,"score_spread":0.2078996687989644,"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."}}