{"id":"W2996924649","doi":"10.1016/j.cej.2020.124013","title":"Modeling of gas-phase heterogeneous photocatalytic oxidation reactor in the presence of mass transfer limitation and axial dispersion","year":2020,"lang":"en","type":"article","venue":"Chemical Engineering Journal","topic":"Catalytic Processes in Materials Science","field":"Materials Science","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"Concordia University","keywords":"Mass transfer; Residence time distribution; Plug flow; Dispersion (optics); Photocatalysis; Continuous reactor; Materials science; Chemistry; Plug flow reactor model; Work (physics); Flow (mathematics); Mechanics; Thermodynamics; Chromatography; Continuous stirred-tank reactor; Physics; Catalysis; Physical chemistry; Optics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002871039,0.0009413093,0.001223741,0.0003835922,0.0007957864,0.00137348,0.001608159,0.002692199,0.002348918],"category_scores_gemma":[0.0005348274,0.0006318146,0.001127249,0.0004108084,0.0006315575,0.000961757,0.0005311561,0.0007457862,0.0003338273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001579216,"about_ca_system_score_gemma":0.001450077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04228033,"about_ca_topic_score_gemma":0.01410976,"domain_scores_codex":[0.9998237,0.00002871659,0.000007837597,0.00004336205,0.00004291592,0.00005343816],"domain_scores_gemma":[0.9997534,0.0001340901,0.0000295677,0.00001466328,0.00004734201,0.00002091787],"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":[0.0001109254,0.00009607756,0.0008041868,0.00008727396,0.00002775994,0.0002171088,0.00003052237,0.9834831,0.01168294,0.001953633,0.0002509807,0.001255453],"study_design_scores_gemma":[0.00001410231,0.00002480043,0.0002455915,0.000002354465,0.000007459469,0.00001322504,0.00001127267,0.9977616,0.001596653,0.0001539419,0.0001633827,0.000005668915],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9060326,0.001153545,0.0452061,0.00106659,0.0001834033,0.0001489617,0.001322874,0.0004000921,0.0444858],"genre_scores_gemma":[0.9911471,0.0002770438,0.002107573,0.00005201221,0.0000156852,0.00006808279,0.0002212074,0.00003293619,0.006078365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04228033,"threshold_uncertainty_score":0.08406842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01996281442451874,"score_gpt":0.2399790284725427,"score_spread":0.2200162140480239,"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."}}