{"id":"W2027056379","doi":"10.1016/j.icheatmasstransfer.2004.02.021","title":"Near-wall velocity profile with adaptive shape functions for turbulent forced convection","year":2005,"lang":"en","type":"article","venue":"International Communications in Heat and Mass Transfer","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Turbulence; Mechanics; Law of the wall; Convection; Boundary layer; Physics; Dissipation; Laminar sublayer; Forced convection; Classical mechanics; Flow separation; Thermodynamics; Reynolds number","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00008682696,0.0001144587,0.0001020928,0.00008881047,0.0001218065,0.00004853314,0.0002081342,0.00006006228,0.00006262325],"category_scores_gemma":[0.000004025702,0.0001104241,0.00003911324,0.00008834648,0.00006811279,0.0001860146,0.00001447914,0.0001699826,0.00000671811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001221896,"about_ca_system_score_gemma":0.00001860177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000396236,"about_ca_topic_score_gemma":0.0004308384,"domain_scores_codex":[0.9994357,0.00001462179,0.0001957026,0.0001309167,0.00009531285,0.0001277449],"domain_scores_gemma":[0.9995404,0.0000691512,0.000005393737,0.000247908,0.00009932476,0.00003777793],"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":[0.0008582876,0.0007581039,0.006274647,0.0001594269,0.0008218624,0.000003426121,0.00358081,0.8010966,0.009291193,0.1150208,0.001247035,0.06088781],"study_design_scores_gemma":[0.0006736635,0.00004740671,0.001553573,0.00003194746,0.00001608722,0.000007203865,0.00003483391,0.9663182,0.0001406139,0.0001933578,0.03085366,0.0001293863],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6858293,0.001342025,0.2817054,0.009968602,0.0004366193,0.001885555,0.0003141491,0.0003937708,0.01812458],"genre_scores_gemma":[0.9883049,0.0003952398,0.01027224,0.00008732187,0.00003866736,0.0004337139,0.0002077162,0.0000217259,0.0002384313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3024757,"threshold_uncertainty_score":0.4502963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01972963599648454,"score_gpt":0.2392161796416145,"score_spread":0.2194865436451299,"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."}}