{"id":"W2570127739","doi":"10.2514/6.2017-0666","title":"Uniform Design Correlations for Glaze Ice Accretion and Convective Heat Transfer from an Airfoil","year":2017,"lang":"en","type":"article","venue":"55th AIAA Aerospace Sciences Meeting","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Glaze; Airfoil; Convection; Convective heat transfer; Heat transfer; Atmospheric sciences; Geology; Materials science; Meteorology; Mechanics; Environmental science; Physics; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003337472,0.0007392087,0.000662413,0.0007464045,0.0004670532,0.0007672678,0.0005858467,0.0005816125,0.002381713],"category_scores_gemma":[0.01007686,0.0003397535,0.0006079737,0.0004822573,0.00038368,0.0008363011,0.0006789824,0.0006231273,0.0003424699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001092284,"about_ca_system_score_gemma":0.001306267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001479136,"about_ca_topic_score_gemma":0.002951973,"domain_scores_codex":[0.9984277,0.0006870025,0.00007858286,0.000207358,0.0003965432,0.0002027294],"domain_scores_gemma":[0.9943679,0.002725014,0.0007270371,0.0006287618,0.001456,0.00009531311],"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":[0.0004212173,0.0001193267,0.003978034,0.0001634797,0.00004151338,0.00004929423,0.00003720388,0.9500589,0.01643037,0.004289506,0.001036466,0.02337471],"study_design_scores_gemma":[0.0000224962,0.0002819542,0.001571389,0.00001284426,0.00002066065,0.00001365772,0.00001272303,0.9844548,0.01258019,0.0006407957,0.0003766203,0.00001193894],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4284069,0.0008058092,0.5577004,0.0002040337,0.0001143119,0.0001614124,0.0004492127,0.001137166,0.01102074],"genre_scores_gemma":[0.9767435,0.00006011701,0.02182866,0.00003932994,0.00001383378,0.0001026199,0.0001794406,0.000121246,0.0009112631],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003337472,"threshold_uncertainty_score":0.01765043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03794728674929333,"score_gpt":0.2783911038345065,"score_spread":0.2404438170852132,"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."}}