{"id":"W1983153140","doi":"10.1115/ihtc14-22948","title":"Analysis and Simulation of Heat Transfer in a Superhydrophobic Microchannel","year":2010,"lang":"en","type":"article","venue":"2010 14th International Heat Transfer Conference, Volume 6","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"IDA Ireland; Irish Research Council; Science Foundation Ireland","keywords":"Slip (aerodynamics); Mechanics; Microchannel; Heat transfer; Heat flux; Nusselt number; Slip ratio; Materials science; Scaling; Temperature gradient; Adiabatic process; Thermal; Thermodynamics; Shear stress; Geometry; Physics; Meteorology; Mathematics","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":[0.0002300799,0.0002918402,0.0005313242,0.0003019912,0.0005460092,0.0006263649,0.0005916999,0.001021125,0.00179747],"category_scores_gemma":[0.0005165516,0.0002506227,0.0004602282,0.0002611507,0.0006550149,0.0003706692,0.0003581326,0.0003890944,0.0001034464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001202379,"about_ca_system_score_gemma":0.001382102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01617639,"about_ca_topic_score_gemma":0.006406212,"domain_scores_codex":[0.999889,0.00001364169,0.000004244385,0.00001796714,0.00003284729,0.00004214419],"domain_scores_gemma":[0.9997435,0.0001443136,0.00003015762,0.00001602632,0.00003430236,0.00003160887],"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":[0.00004359068,0.00004073325,0.0008244705,0.00002766713,0.000009637653,0.00007320387,0.00003749114,0.9865853,0.009423456,0.001728652,0.0001029881,0.001102831],"study_design_scores_gemma":[0.000004779078,0.00001170624,0.0001469126,0.000001000334,0.000001013303,0.000004079864,0.000004978648,0.9988637,0.0007942019,0.0001062036,0.0000592587,0.000002236246],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9555327,0.0001119584,0.035023,0.0002086631,0.0000284621,0.00006815272,0.0002734981,0.0003415904,0.00841197],"genre_scores_gemma":[0.9884305,0.00006640236,0.008880718,0.00002469763,0.000006207821,0.00007291016,0.00009445458,0.00003140253,0.002392757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01617639,"threshold_uncertainty_score":0.03216451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01991223220175808,"score_gpt":0.2562615619601684,"score_spread":0.2363493297584103,"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."}}