{"id":"W2623561674","doi":"10.4050/f-0071-2015-10257","title":"RotorShield Advanced Rotor Blade Erosion Protection, Application to V-22","year":2015,"lang":"en","type":"article","venue":"","topic":"Plasma and Flow Control in Aerodynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell Helicopter Textron (Canada)","funders":"","keywords":"Blade (archaeology); Rotor (electric); Erosion; Computer science; Aerospace engineering; Engineering; Mechanical engineering; Geology","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":[0.00009942641,0.0001104032,0.0001034194,0.00005824209,0.00002967444,0.00002339142,0.000109689,0.00007989198,0.00001374048],"category_scores_gemma":[0.00004536158,0.0001055727,0.00002565338,0.0001814214,0.000005634479,0.0001286007,0.00001936764,0.0001045519,0.0004600198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001116061,"about_ca_system_score_gemma":0.00001023728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002284492,"about_ca_topic_score_gemma":0.0001095768,"domain_scores_codex":[0.999393,0.00000898336,0.0001491573,0.0001477371,0.0001292874,0.0001718343],"domain_scores_gemma":[0.9995395,0.00001051232,0.00001376345,0.0002144307,0.00005813127,0.000163688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008972635,0.00003926351,0.0002485647,0.00003241964,0.0000180368,0.000001043741,0.0002352715,0.4182605,0.5412484,0.0009941634,0.003695806,0.03513673],"study_design_scores_gemma":[0.0007671732,0.0001304561,0.0009713247,0.00001615966,0.000008475185,0.000004797212,0.00007727259,0.928239,0.02476434,0.000471967,0.04421232,0.0003366786],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.22642,0.00001897338,0.7653301,0.0001768324,0.000399796,0.001350894,0.000004266505,0.0007568251,0.005542339],"genre_scores_gemma":[0.9928535,0.000002484399,0.005337164,0.00009467785,0.0001128592,0.0009117979,0.000008645716,0.00002608129,0.0006528119],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7664335,"threshold_uncertainty_score":0.5912778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009582954630157695,"score_gpt":0.2055515688547857,"score_spread":0.195968614224628,"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."}}