{"id":"W2557451396","doi":"10.1145/3005358.3005385","title":"Physics based boiling bubble simulation","year":2016,"lang":"en","type":"article","venue":"","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Boiling; Vaporization; Bubble; Boiling point; Thermodynamics; Mechanics; Nucleate boiling; Heat transfer; Convection; Physics; Materials science; Heat transfer coefficient","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":[0.0002408674,0.0004586873,0.0008996243,0.000640708,0.0005557431,0.0007192046,0.001740327,0.001842181,0.007099641],"category_scores_gemma":[0.001072497,0.0004189981,0.0007974105,0.0005256452,0.0006040803,0.0007677141,0.001055948,0.0009598781,0.000629335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000614899,"about_ca_system_score_gemma":0.001063675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007882115,"about_ca_topic_score_gemma":0.002882077,"domain_scores_codex":[0.9998136,0.00004055252,0.000007981685,0.00002364086,0.00006846485,0.00004580623],"domain_scores_gemma":[0.9996703,0.0001458876,0.00002961426,0.00002995514,0.00007482614,0.00004943622],"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":[0.0000839633,0.00009609535,0.001068653,0.0001420216,0.00004315059,0.0001823121,0.00009086505,0.954825,0.01129104,0.02421949,0.001744456,0.006212995],"study_design_scores_gemma":[0.00001207954,0.000009042161,0.0001202253,0.00000272325,0.000003708238,0.00001298247,0.000004434313,0.9970592,0.0007476538,0.00113251,0.0008901271,0.0000052966],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3229234,0.001188021,0.5936527,0.0009964647,0.0004269471,0.0006537553,0.00322327,0.003597273,0.07333823],"genre_scores_gemma":[0.8597776,0.0005943305,0.1243026,0.0002121951,0.00009817431,0.0008308202,0.00151635,0.0004774139,0.01219045],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007882115,"threshold_uncertainty_score":0.0237506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01195036326758661,"score_gpt":0.2359795167495536,"score_spread":0.2240291534819669,"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."}}