{"id":"W4386070916","doi":"10.11159/htff23.184","title":"Heat Transfer And Wall Temperature Distribution During Flow Boiling In Conventional And Mini Channels","year":2023,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering","topic":"Heat Transfer and Boiling Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heat transfer; Boiling; Materials science; Mechanics; Flow (mathematics); Nucleate boiling; Flow boiling; Thermodynamics; Heat transfer coefficient; Physics","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":[0.0001379329,0.0001477015,0.000188955,0.0002478954,0.0001609426,0.0001935489,0.0001690629,0.0001597909,0.001225145],"category_scores_gemma":[0.000324942,0.0001283907,0.00009442821,0.0002431853,0.0003526635,0.0003149486,0.0001615222,0.0001725428,0.0001023563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002109649,"about_ca_system_score_gemma":0.0001108173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006030127,"about_ca_topic_score_gemma":0.0003756892,"domain_scores_codex":[0.9999032,0.00001000467,0.000003449792,0.00002290916,0.0000280951,0.0000322399],"domain_scores_gemma":[0.9997585,0.0001124517,0.0000572796,0.00001532799,0.00003399625,0.00002238481],"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":[0.0007844243,0.00003990921,0.00451659,0.00004915714,0.000005466359,0.00009651283,0.0001642807,0.001958356,0.9876212,0.0002444372,0.000125843,0.004393782],"study_design_scores_gemma":[0.00001869684,0.0006412945,0.08545003,0.000007257502,0.00001581415,0.0001230006,0.0001567829,0.03011695,0.8827245,0.000127812,0.0005876333,0.0000301818],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988958,0.00005404978,0.0006843248,0.000004196689,0.000001861076,0.000001840926,0.00005950383,0.00003095738,0.0002673298],"genre_scores_gemma":[0.999353,0.00002401307,0.0002918141,0.000001627581,0.000002104604,0.000006776384,0.00006162719,0.000007262127,0.0002516742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001225145,"threshold_uncertainty_score":0.004098535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005521742081589703,"score_gpt":0.1885932318173555,"score_spread":0.1830714897357658,"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."}}