{"id":"W1944684427","doi":"10.2514/1.j053686","title":"Study on Blade Property Measurement and Its Influence on Air/Structural Loads","year":2015,"lang":"en","type":"article","venue":"AIAA Journal","topic":"Aeroelasticity and Vibration Control","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aeroelasticity; Helicopter rotor; Structural engineering; Rotor (electric); Engineering; Aeroacoustics; Aerodynamics; Aerospace engineering; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002499186,0.0001113323,0.0001108423,0.00004717904,0.00009393636,0.00006422429,0.00008329275,0.00003226933,0.00001421037],"category_scores_gemma":[0.0001359184,0.00006952728,0.00001836289,0.00004761404,0.000009674175,0.0002004635,0.00001145253,0.000300464,0.00004716375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009259953,"about_ca_system_score_gemma":0.0000343605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001849686,"about_ca_topic_score_gemma":0.0000077206,"domain_scores_codex":[0.9991363,0.00004512892,0.0001687067,0.00008518875,0.0004147471,0.0001499407],"domain_scores_gemma":[0.9995917,0.00001571831,0.00003118932,0.00006900304,0.00012513,0.0001672241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0005134363,0.0002612628,0.0160878,0.00003790556,0.000428806,0.0002044215,0.008832494,0.93622,0.01744097,0.000483211,0.006647872,0.01284178],"study_design_scores_gemma":[0.02029778,0.01201707,0.7093451,0.0006593798,0.0002869242,0.001002582,0.003949137,0.2124703,0.02925412,0.001154591,0.007689272,0.001873742],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976634,0.0001064074,0.0006637339,0.0003941854,0.0003131174,0.000164041,9.603549e-7,0.00004764164,0.0006464789],"genre_scores_gemma":[0.999501,0.000004679602,0.00002627712,0.0002093804,0.0002072559,0.00000444849,1.308422e-7,0.00001097726,0.00003582125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7237497,"threshold_uncertainty_score":0.283524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05443908103050564,"score_gpt":0.247491727474719,"score_spread":0.1930526464442133,"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."}}