{"id":"W4245612059","doi":"10.1115/gt2017-63304","title":"Quantifying Blowing Ratio for Shaped Cooling Holes","year":2017,"lang":"en","type":"article","venue":"","topic":"Heat Transfer Mechanisms","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Combustor; Turbulence; Mechanics; Adiabatic process; Materials science; Mass flux; Mass flow rate; Turbine blade; Mass flow; Turbine; Physics; Thermodynamics; Chemistry","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":[0.0008230943,0.0004424622,0.0002759426,0.001307853,0.00018867,0.0005434948,0.0004309858,0.0003959862,0.0008866616],"category_scores_gemma":[0.003004717,0.0001926025,0.00022168,0.0003843427,0.0003188459,0.0006757121,0.0003236774,0.0002083776,0.0001842798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002862274,"about_ca_system_score_gemma":0.0001624361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004613261,"about_ca_topic_score_gemma":0.0006932208,"domain_scores_codex":[0.999428,0.00006904965,0.00004298838,0.0001261986,0.0002704613,0.00006326938],"domain_scores_gemma":[0.9987679,0.0005331373,0.0002630354,0.0001033588,0.0002959996,0.00003668756],"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":[0.000487855,0.00005779738,0.02001373,0.0002408622,0.00001673547,0.0002089677,0.0004316973,0.01869059,0.899163,0.001220416,0.0001959675,0.05927249],"study_design_scores_gemma":[0.00002533087,0.0008005626,0.03391821,0.00003578007,0.00003788197,0.0002974109,0.0003291828,0.06929519,0.8925349,0.0004389185,0.002227018,0.00005954136],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9269552,0.0005589476,0.06946425,0.00002672193,0.00002567657,0.00009976141,0.000186509,0.0006393435,0.00204365],"genre_scores_gemma":[0.9782569,0.0001174999,0.02099339,0.000009553926,0.000003005101,0.00002714573,0.00008737124,0.00004747968,0.0004575658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001307853,"threshold_uncertainty_score":0.004352987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08007080365491037,"score_gpt":0.2988289886840906,"score_spread":0.2187581850291803,"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."}}