{"id":"W2040095187","doi":"10.1002/cjce.22181","title":"Evaluation of <i>M</i>‐xylene ammoxidation at bench‐scale operation in the presence of V<sub>2</sub>O<sub>5</sub>/Γ‐Al<sub>2</sub>O<sub>3</sub> catalyst","year":2015,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Catalysis and Oxidation Reactions","field":"Chemical Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Catalysis; Space velocity; Ammoxidation; Xylene; Physisorption; Chemistry; Analytical Chemistry (journal); Materials science; p-Xylene; Nuclear chemistry; Selectivity; Inorganic chemistry; Acrylonitrile; Organic chemistry; Toluene; Polymer","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003035959,0.0004930026,0.000734287,0.000583089,0.000157577,0.0001140563,0.0007776362,0.0003388879,0.00001382861],"category_scores_gemma":[0.001842039,0.0004239867,0.0003747408,0.001163603,0.000185132,0.000730364,0.00009559963,0.001006379,0.0000223781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00150604,"about_ca_system_score_gemma":0.0008345331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000494578,"about_ca_topic_score_gemma":0.0031166,"domain_scores_codex":[0.995393,0.0001748102,0.001586256,0.0004317682,0.001724151,0.0006899533],"domain_scores_gemma":[0.9962445,0.0004260351,0.0007032764,0.0007543159,0.001185992,0.0006858506],"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":[0.00003284328,0.00005520013,0.00005765548,0.0000577413,0.0001152914,0.00000756853,0.0009704641,0.1655375,0.8289564,0.0000663419,0.0005863127,0.003556618],"study_design_scores_gemma":[0.0009948012,0.00004811191,0.000556034,0.0002706749,0.0003658274,0.0001333452,0.0001748692,0.08984382,0.9070241,0.00007792856,0.0001260767,0.0003843409],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954556,0.0005761312,0.001986083,0.0009033688,0.0003886718,0.0004901041,0.00008061518,0.000036138,0.00008326781],"genre_scores_gemma":[0.9989536,0.00008833954,0.000105906,0.00009983732,0.0003883762,0.00005603964,0.000223768,0.00008216814,0.000001947054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07806773,"threshold_uncertainty_score":0.9998212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0185805115481046,"score_gpt":0.2247880804842176,"score_spread":0.206207568936113,"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."}}