{"id":"W2015945256","doi":"10.1002/cjce.22022","title":"CFD characterization of monolithic reactors for kinetic studies","year":2014,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Radiative Heat Transfer Studies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Energimyndigheten","keywords":"Thermocouple; Computational fluid dynamics; Thermal conduction; Materials science; Shielded cable; Mechanics; Nuclear engineering; Heat transfer; Chemistry; Physics; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005585561,0.0004020229,0.0005355561,0.0003566101,0.0006511646,0.000562053,0.0005642155,0.0005095544,0.002306764],"category_scores_gemma":[0.0006620295,0.0002128981,0.0004134604,0.0003473198,0.0003397856,0.0002743113,0.0001909722,0.0005431075,0.0003424699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00130843,"about_ca_system_score_gemma":0.00156654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005075183,"about_ca_topic_score_gemma":0.004763679,"domain_scores_codex":[0.9998055,0.00001520719,0.00001297641,0.00003870572,0.00009287579,0.00003471352],"domain_scores_gemma":[0.9996731,0.0001478393,0.00002874761,0.00003615793,0.00008740657,0.00002681045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004479036,0.0002624565,0.004662832,0.0003206843,0.00002761087,0.0002663533,0.0001986105,0.3786367,0.5865214,0.006881971,0.001884333,0.01988926],"study_design_scores_gemma":[0.00005046835,0.0001691803,0.003701558,0.0000217922,0.00001404493,0.00004450216,0.00004872592,0.7410343,0.2498011,0.0006624694,0.004417223,0.00003453775],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8439963,0.0009453074,0.1349891,0.0005867654,0.0002000703,0.0003799926,0.004982247,0.001622781,0.0122975],"genre_scores_gemma":[0.9457678,0.0003878538,0.05005755,0.00004172606,0.00001553298,0.0002750133,0.0009077062,0.00008304289,0.002463782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005075183,"threshold_uncertainty_score":0.0100913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01558341824998752,"score_gpt":0.2055573648415803,"score_spread":0.1899739465915928,"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."}}