{"id":"W2116041351","doi":"10.1155/2011/264249","title":"Influence of System Variables on the Heating Characteristics of Water during Continuous Flow Microwave Heating","year":2011,"lang":"en","type":"article","venue":"International Journal of Microwave Science and Technology","topic":"Heat Transfer and Boiling Studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Volume (thermodynamics); Volumetric flow rate; Electromagnetic coil; Materials science; Residence time (fluid dynamics); Mechanics; Heating system; Flow (mathematics); Tube (container); Microwave; Microwave heating; Inlet; Analytical Chemistry (journal); Heating element; Thermodynamics; Chemistry; Composite material; Electrical engineering; Physics; Chromatography","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":[0.0006987593,0.0004800068,0.0006319872,0.0002615,0.0003134655,0.0006339581,0.0002488937,0.000272328,0.001018949],"category_scores_gemma":[0.002521127,0.0002876398,0.0002294778,0.000451627,0.0005889505,0.0005548336,0.0002371484,0.0005462437,0.0002245184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002971542,"about_ca_system_score_gemma":0.0003216839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006874344,"about_ca_topic_score_gemma":0.0007936743,"domain_scores_codex":[0.9995807,0.0000942358,0.00002995129,0.0000999082,0.0001082958,0.000086962],"domain_scores_gemma":[0.9986431,0.0009900389,0.0001121851,0.0000712866,0.0001417845,0.00004163995],"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":[0.001131235,0.00007067699,0.001999561,0.0002670256,0.00002504602,0.00007783593,0.0002987951,0.001351614,0.987525,0.00007862115,0.00006485313,0.00710983],"study_design_scores_gemma":[0.00001568119,0.0005410986,0.004974548,0.000007713972,0.00003531968,0.00003160283,0.00004947667,0.002004864,0.9917467,0.00002594634,0.0005568363,0.00001015164],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944332,0.0005835153,0.004178024,0.00002523117,0.00001656968,0.00004693129,0.0001203817,0.00006126577,0.0005348756],"genre_scores_gemma":[0.9971889,0.0003260989,0.001870101,0.00001430205,0.00001024348,0.0000515159,0.0001063527,0.00004902891,0.0003836162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001018949,"threshold_uncertainty_score":0.003695428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008743481206697577,"score_gpt":0.2019768071424345,"score_spread":0.1932333259357369,"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."}}