{"id":"W3197107825","doi":"10.2514/1.t6175","title":"Analytical Thermal Boundary Condition for Quasi-Transient Simulation of Internal Flow Experiments","year":2021,"lang":"en","type":"article","venue":"Journal of Thermophysics and Heat Transfer","topic":"Heat Transfer Mechanisms","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Nusselt number; Mechanics; Thermal conduction; Heat transfer; Transient (computer programming); Materials science; Heat flux; Thermodynamics; Turbulence; Physics; Reynolds number; Computer science","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":[0.0006664254,0.0004958457,0.0006414292,0.0003680789,0.0005868141,0.000889901,0.001206423,0.001252101,0.005205587],"category_scores_gemma":[0.00276577,0.0004067549,0.0004819347,0.0002576205,0.0007857693,0.0006672509,0.0006491563,0.001096156,0.000957464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008221071,"about_ca_system_score_gemma":0.001496647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006707849,"about_ca_topic_score_gemma":0.002904439,"domain_scores_codex":[0.9996675,0.00007431192,0.00001519106,0.00003756347,0.0001534412,0.00005199433],"domain_scores_gemma":[0.9991707,0.0004149357,0.00009756217,0.00006123163,0.0002200368,0.00003569797],"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":[0.0000853191,0.00005709985,0.0004511414,0.0000909317,0.000008961884,0.0001357131,0.000116529,0.9570838,0.01819442,0.01779797,0.0008930581,0.005085052],"study_design_scores_gemma":[0.000006674743,0.000006276186,0.00002492392,0.000003169994,7.952762e-7,0.000003039336,0.000004764354,0.9983776,0.0007302338,0.0003938482,0.0004464394,0.000002287404],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05395103,0.0001872196,0.9273809,0.0002389468,0.0001539768,0.0002274076,0.0002869292,0.001194636,0.01637906],"genre_scores_gemma":[0.7508968,0.0002364096,0.235057,0.0001344478,0.00004795666,0.001296204,0.0004221676,0.0004470292,0.01146201],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006707849,"threshold_uncertainty_score":0.01741445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01956122926642721,"score_gpt":0.2727874789936919,"score_spread":0.2532262497272647,"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."}}