{"id":"W3203557456","doi":"10.3390/pr9101741","title":"Photocatalytic Degradation of Diazo Dye over Suspended and Immobilized TiO2 Catalyst in Swirl Flow Reactor: Kinetic Modeling","year":2021,"lang":"en","type":"article","venue":"Processes","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Kinetics; Catalysis; Diazo; Reaction rate constant; Adsorption; Photocatalysis; Chemistry; Light intensity; Kinetic energy; Analytical Chemistry (journal); Materials science; Chromatography; Physical chemistry; Optics; Organic chemistry; Physics","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":[0.0004265034,0.000684174,0.0009101458,0.0004339435,0.00021095,0.00067607,0.0009095056,0.001132124,0.0006844025],"category_scores_gemma":[0.0003334952,0.000424948,0.00117813,0.0006415228,0.000169683,0.0006360415,0.0001742776,0.0005336826,0.0003921173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001274398,"about_ca_system_score_gemma":0.0006641155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01368812,"about_ca_topic_score_gemma":0.008028348,"domain_scores_codex":[0.9998649,0.00001442286,0.00001285309,0.00004296204,0.00004115979,0.00002372121],"domain_scores_gemma":[0.9998624,0.00006995638,0.00002601639,0.000006736797,0.00002994742,0.000004963278],"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":[0.0003417716,0.0003258199,0.002889189,0.001053466,0.0001310228,0.0003442146,0.0001383955,0.6786025,0.3041244,0.001834218,0.0002638069,0.00995118],"study_design_scores_gemma":[0.00001318233,0.00009766076,0.0008603758,0.00000910073,0.00002880941,0.00003388343,0.00001455647,0.9609728,0.03732107,0.0001772125,0.0004539043,0.00001742791],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9195635,0.002383489,0.07129789,0.0001582146,0.00002703472,0.0001081949,0.001137075,0.000375241,0.004949312],"genre_scores_gemma":[0.9786442,0.002077027,0.01390585,0.00002680173,0.000007389154,0.0002059302,0.0004714067,0.00003882177,0.004622655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01368812,"threshold_uncertainty_score":0.02721691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01824594523848553,"score_gpt":0.2448741274125845,"score_spread":0.226628182174099,"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."}}