{"id":"W1990858725","doi":"10.1016/j.ijthermalsci.2013.04.006","title":"An investigation on the microwave heating of flowing water: A numerical study","year":2013,"lang":"en","type":"article","venue":"International Journal of Thermal Sciences","topic":"Microwave-Assisted Synthesis and Applications","field":"Chemistry","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Multiphysics; Materials science; Mechanics; Microwave; Dielectric; Inlet; Duct (anatomy); Thermal; Work (physics); Heat transfer; Computer simulation; Dielectric heating; Thermodynamics; Finite element method; Mechanical engineering; Physics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000247239,0.0002669679,0.0004437602,0.0003442555,0.0004082797,0.0005865311,0.0006175943,0.001047947,0.003103782],"category_scores_gemma":[0.001649917,0.0002305098,0.000476821,0.0004288128,0.0006954422,0.0006330063,0.0002893895,0.0004283191,0.0001656848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003420493,"about_ca_system_score_gemma":0.0003600018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005741097,"about_ca_topic_score_gemma":0.003050192,"domain_scores_codex":[0.9999484,0.00001235423,0.000002808462,0.000009649438,0.00001433604,0.00001245502],"domain_scores_gemma":[0.9995993,0.0002914135,0.00003559934,0.00002350111,0.00003522253,0.00001498346],"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":[0.000126902,0.0001275982,0.003176069,0.0002769903,0.00003692397,0.0004569099,0.0001710271,0.9516461,0.02440084,0.01161319,0.0005732579,0.007394136],"study_design_scores_gemma":[0.00001558452,0.00003596138,0.0006808343,0.000009715952,0.00001105028,0.00003094409,0.00004038889,0.9965717,0.001590974,0.0004990962,0.0005074315,0.000006494317],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.91229,0.001393246,0.04888067,0.0005915651,0.0001341652,0.00013604,0.0003353407,0.0001473838,0.03609151],"genre_scores_gemma":[0.9900507,0.0004609415,0.006023259,0.00005780495,0.00002573702,0.00004831097,0.00007383002,0.00003405942,0.003225322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005741097,"threshold_uncertainty_score":0.01141536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03920761213160937,"score_gpt":0.2889573066447131,"score_spread":0.2497496945131037,"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."}}