{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001327696,0.0001372687,0.000324709,0.00005732212,0.00003835819,0.00002917615,0.0000672673,0.00007389517,0.00006353359],"category_scores_gemma":[0.000003086469,0.0001236554,0.0002217897,0.00006933592,0.00003481739,0.0001787525,0.000002910789,0.0001559385,5.833737e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003586344,"about_ca_system_score_gemma":0.00004483148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001073727,"about_ca_topic_score_gemma":9.105006e-7,"domain_scores_codex":[0.9990632,0.00003142023,0.0004355057,0.00009419436,0.0002190497,0.0001566284],"domain_scores_gemma":[0.9995744,0.00007364028,0.000006989822,0.00008597421,0.0001660549,0.00009298437],"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":[0.0002219485,0.0002075609,0.00002204894,0.0001940009,0.000320674,0.00001958889,0.001660357,0.1825172,0.8071632,0.00121845,0.0000151659,0.006439891],"study_design_scores_gemma":[0.002455346,0.0006054869,0.0008492101,0.0002170369,0.0002099254,0.00002924757,0.00016515,0.4508046,0.5428195,0.001245023,0.0003919379,0.0002075217],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5965711,0.0002962302,0.4026681,0.00003886044,0.0002032683,0.00007304857,0.00003019296,0.000007556013,0.0001116121],"genre_scores_gemma":[0.9990332,0.00007356369,0.0006297456,0.00004833643,0.000170267,0.000003235747,0.000006918979,0.00003100833,0.000003768047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4024621,"threshold_uncertainty_score":0.5042519,"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."}}