{"id":"W4412699939","doi":"10.11159/ffhmt25.208","title":"Experiments of Pool Boiling Critical Heat Flux Under Local Heating","year":2025,"lang":"en","type":"article","venue":"Proceedings of the ... International Conference on Fluid Flow, Heat and Mass Transfer","topic":"Heat Transfer and Boiling Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Boiling; Critical heat flux; Nucleate boiling; Heat flux; Flux (metallurgy); Thermodynamics; Mechanics; Materials science; Heat transfer; Nuclear engineering; Environmental science; Physics; Engineering","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":[0.0005949484,0.0006102107,0.00059637,0.0004576266,0.000578595,0.000362,0.0005004518,0.0005224247,0.00215081],"category_scores_gemma":[0.001081519,0.0002876741,0.0003015671,0.0004410746,0.0008634297,0.0005479656,0.0005647966,0.0009836579,0.0003453024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003901757,"about_ca_system_score_gemma":0.0002592611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006310783,"about_ca_topic_score_gemma":0.0004850481,"domain_scores_codex":[0.9994451,0.00006541294,0.00001980711,0.0001605961,0.0001585891,0.0001504804],"domain_scores_gemma":[0.998978,0.0004919308,0.0001508596,0.0001336444,0.0001850614,0.00006049234],"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":[0.0001849965,0.00004627206,0.000302241,0.0000891142,0.000004959704,0.00003370972,0.0001345615,0.000341856,0.9978102,0.0001891561,0.00005870131,0.0008042046],"study_design_scores_gemma":[0.00002175209,0.0008901249,0.001858248,0.000007666502,0.00001200858,0.00002683526,0.00004778126,0.001719063,0.9949358,0.00006232124,0.000406768,0.00001173347],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930586,0.000338966,0.004611916,0.00003183676,0.00001995313,0.00008236803,0.0002422582,0.0001237249,0.001490475],"genre_scores_gemma":[0.9962625,0.000237288,0.002525921,0.00002249751,0.00001816413,0.0001116933,0.0001436447,0.0000505915,0.0006276254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00215081,"threshold_uncertainty_score":0.007195175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02461872524278486,"score_gpt":0.2751647900395466,"score_spread":0.2505460647967617,"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."}}