{"id":"W4385445148","doi":"10.1016/j.applthermaleng.2023.121267","title":"Study of pool boiling on hydrophilic surfaces developed using electric discharge coating technique","year":2023,"lang":"en","type":"article","venue":"Applied Thermal Engineering","topic":"Heat Transfer and Boiling Studies","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Department of Mechanical Engineering, University of Alberta; National Institute of Technology, Silchar","keywords":"Nucleate boiling; Materials science; Boiling; Critical heat flux; Wetting; Coating; Heat transfer; Surface roughness; Contact angle; Bubble; Composite material; Liquid bubble; Heat flux; Heat transfer coefficient; Chemical engineering; Thermodynamics; Mechanics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002974324,0.000303254,0.0003810074,0.0003147325,0.0001064448,0.0000181142,0.0001772265,0.00008287199,0.000004193346],"category_scores_gemma":[0.0000180836,0.0002986221,0.00005174604,0.0009990692,0.000009708985,0.00005749029,0.00004039904,0.0003008921,0.00001548368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006235603,"about_ca_system_score_gemma":0.0000143554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002144938,"about_ca_topic_score_gemma":0.000002953301,"domain_scores_codex":[0.9986106,0.00001226476,0.0004002639,0.0002440155,0.0002433117,0.0004895025],"domain_scores_gemma":[0.999563,0.0001307058,0.00002012217,0.0002098259,0.00002135848,0.00005496576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000004460198,0.00002326166,0.0001153639,0.00008849442,0.00006650038,0.00000523895,0.0007882834,0.5060922,0.4922952,0.0000660503,0.000001187163,0.0004537469],"study_design_scores_gemma":[0.0006586606,0.0001161347,0.005176509,0.0001452196,0.00005520187,0.000003559649,0.0007094789,0.3655932,0.6268854,0.00001444784,0.00002527248,0.0006168768],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936535,0.00007352634,0.003625153,0.00000246021,0.0001187846,0.0006049853,0.000003864383,0.001205167,0.0007126092],"genre_scores_gemma":[0.9992256,0.00002660001,0.0004338554,0.000003635326,0.00006621316,0.0001264456,0.000003665282,0.0001094515,0.00000458468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.140499,"threshold_uncertainty_score":0.9999466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02291914364490195,"score_gpt":0.2382037616629224,"score_spread":0.2152846180180205,"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."}}