{"id":"W2329142033","doi":"10.2514/6.2008-1287","title":"Unsteady Heat Transfer Analysis of a Film Cooling Flow","year":2008,"lang":"en","type":"article","venue":"46th AIAA Aerospace Sciences Meeting and Exhibit","topic":"Turbomachinery Performance and Optimization","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Adiabatic wall; Heat transfer; Heat transfer coefficient; Mechanics; Adiabatic process; Turbulence; Thermodynamics; Churchill–Bernstein equation; Boundary layer; Materials science; Jet (fluid); Turbine blade; Flow (mathematics); Film temperature; Physics; Turbine; Reynolds number; Nusselt number","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":[0.0003302217,0.0001395254,0.0002739324,0.0002494281,0.0003018032,0.0000331243,0.0001142417,0.00005714262,0.00002765604],"category_scores_gemma":[0.00001986127,0.0001196988,0.00007932308,0.001380593,0.0001933328,0.000248446,0.00001487167,0.0000977892,0.000003047877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001382703,"about_ca_system_score_gemma":0.00002255132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001074783,"about_ca_topic_score_gemma":0.0001153897,"domain_scores_codex":[0.9990239,0.00001860578,0.0002212811,0.0002196549,0.0002413406,0.0002752238],"domain_scores_gemma":[0.9997072,0.00004943087,0.00001276008,0.0001196999,0.00003461879,0.00007626757],"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":[0.000004979742,0.000006839171,0.02782924,0.00002373219,0.0000442488,0.000001173125,0.001610852,0.9666583,0.003446557,0.00001195829,0.0000920387,0.0002700917],"study_design_scores_gemma":[0.0001700806,0.000045587,0.007621933,0.00004434802,0.0001029712,0.000006077188,0.0002531903,0.98455,0.006944824,0.000001353552,0.0001017261,0.0001578965],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900939,0.0007460711,0.005521817,0.00003993413,0.0001171652,0.00006156486,0.000009068281,0.0001199144,0.003290519],"genre_scores_gemma":[0.9965257,0.0006140224,0.002692118,0.00003446406,0.00003557731,0.000003416609,0.000009400987,0.000009986892,0.00007529284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0202073,"threshold_uncertainty_score":0.4881175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01234329492475433,"score_gpt":0.2092332828030649,"score_spread":0.1968899878783106,"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."}}