{"id":"W1981309836","doi":"10.2514/1.25172","title":"Effect of Flap Motion on Unsteady Aerodynamic Loads","year":2007,"lang":"en","type":"article","venue":"Journal of Aircraft","topic":"Aerodynamics and Fluid Dynamics Research","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Aerodynamics; Aeroelasticity; Aerospace engineering; Motion (physics); Mechanics; Structural engineering; Engineering; Physics; Classical mechanics","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":[0.001909153,0.0001550768,0.0003319499,0.0003818599,0.00002936109,0.00001665863,0.0002351664,0.0001191418,0.0000242256],"category_scores_gemma":[0.00008471392,0.0001264307,0.0001856098,0.000255042,0.00005025541,0.000116794,0.00002248306,0.0004818484,0.00002051916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002116986,"about_ca_system_score_gemma":0.00002085861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005576833,"about_ca_topic_score_gemma":0.00003218746,"domain_scores_codex":[0.9985136,0.00005476809,0.0005426066,0.00008747521,0.0005112163,0.0002903432],"domain_scores_gemma":[0.9991687,0.0002391313,0.0001215185,0.0001895696,0.0001476787,0.0001334029],"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":[0.0007843963,0.0002080002,0.007763842,0.0005934935,0.0003581221,0.0002919763,0.000233245,0.4103803,0.4645134,0.00117587,0.0009492991,0.112748],"study_design_scores_gemma":[0.003982747,0.006600186,0.1356223,0.0005108254,0.0001319923,0.000288594,0.00007140281,0.8122185,0.03896791,0.0003603718,0.0006559183,0.0005892699],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647111,0.0001639498,0.0320494,0.0000408708,0.0005598041,0.0001027967,0.00000492025,0.00002570639,0.002341493],"genre_scores_gemma":[0.99926,0.0001079922,0.0003357145,0.000007726754,0.0001434142,5.203828e-7,0.000003038469,0.00003506145,0.0001064982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4255455,"threshold_uncertainty_score":0.5155696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00407062982589385,"score_gpt":0.25278797590298,"score_spread":0.2487173460770861,"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."}}