{"id":"W2561086692","doi":"10.1109/iros.2016.7759264","title":"The flying anemometer: Unified estimation of wind velocity from aerodynamic power and wrenches","year":2016,"lang":"en","type":"article","venue":"","topic":"Aerospace and Aviation Technology","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wind Energy Institute of Canada","funders":"","keywords":"Aerodynamics; Anemometer; Wind power; Wind tunnel; Control theory (sociology); Aerodynamic force; Wind speed; Propeller; Torque; Aerospace engineering; Computer science; Wrench; Angular velocity; Power (physics); Marine engineering; Acoustics; Engineering; Physics; Electrical engineering; Meteorology; Mechanical engineering; Artificial intelligence","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":[0.00005033847,0.00005127215,0.00006560789,0.00002415335,0.00004274044,0.00000825516,0.00005583419,0.00005436224,0.00003270259],"category_scores_gemma":[0.00003342299,0.00002880826,0.00001132974,0.00005370046,0.00004945891,0.00007218032,0.00001754335,0.00003253937,0.00000931183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000132846,"about_ca_system_score_gemma":0.000002993821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000188008,"about_ca_topic_score_gemma":0.00003878044,"domain_scores_codex":[0.9997177,0.000005680683,0.00009580046,0.00006157409,0.00004422371,0.00007505305],"domain_scores_gemma":[0.9997238,0.0001125251,0.00002176745,0.0001177474,0.00001176714,0.0000123816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001244521,0.00001574137,0.01159414,0.00002440546,0.0001186497,0.000001192308,0.0006791729,0.001250429,0.37542,0.01392938,0.0008014177,0.596153],"study_design_scores_gemma":[0.001661155,0.0001459041,0.5532634,0.000136449,0.00005037889,0.000004986885,0.000948069,0.1503016,0.2594803,0.03182035,0.001555329,0.0006320515],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.95372,0.00009021049,0.04509639,0.0004025304,0.00005416252,0.00004351466,0.000004486166,0.0001260386,0.0004626757],"genre_scores_gemma":[0.9981748,0.00006879962,0.001588656,0.000006359419,0.000004116551,0.000001456916,0.000001527112,0.000005685216,0.0001485443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.595521,"threshold_uncertainty_score":0.1174767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005158499689315258,"score_gpt":0.1885719191367186,"score_spread":0.1834134194474033,"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."}}