{"id":"W4312220097","doi":"10.1038/s41598-022-26182-2","title":"Ultrahigh evaporative heat transfer measured locally in submicron water films","year":2022,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Heat Transfer and Boiling Studies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Chemical, Bioengineering, Environmental, and Transport Systems; Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Evaporation; Meniscus; Heat transfer coefficient; Heat transfer; Materials science; Substrate (aquarium); Thermodynamics; Optics; Mechanics; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001157747,0.0002598463,0.0002272573,0.0001402301,0.000151343,0.0002043866,0.0002641996,0.0002060555,0.001208164],"category_scores_gemma":[0.0002372375,0.0001527732,0.00009509337,0.000187061,0.0004073645,0.0005489918,0.0002391566,0.0003920853,0.0002362669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002129706,"about_ca_system_score_gemma":0.0001171971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007124922,"about_ca_topic_score_gemma":0.001198083,"domain_scores_codex":[0.9999229,0.00000435633,0.000002468028,0.00002341807,0.00003078567,0.00001611643],"domain_scores_gemma":[0.9999064,0.00003627373,0.00002346595,0.0000100563,0.00001773147,0.000006010467],"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":[0.00002179031,0.00001003506,0.0003015571,0.00004309001,0.00000274239,0.00005822016,0.00003632337,0.0004046589,0.9967629,0.000113238,0.00004485145,0.002200637],"study_design_scores_gemma":[0.000003070716,0.0000525326,0.001729776,0.00000322976,0.000003639901,0.00002676017,0.0000230127,0.004741139,0.9930187,0.00003694544,0.0003567838,0.000004333477],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903626,0.0004703983,0.007126129,0.00005171355,0.00001133349,0.00001096611,0.0001391275,0.0001664371,0.001661315],"genre_scores_gemma":[0.9945275,0.0003356763,0.003794187,0.00002094107,0.000007177833,0.00001785972,0.00007769401,0.00003181581,0.001187106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001208164,"threshold_uncertainty_score":0.004041672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01360465112868961,"score_gpt":0.2074155538130747,"score_spread":0.1938109026843851,"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."}}