{"id":"W2990066212","doi":"10.23919/eumc.2019.8910916","title":"Evaluation of Antenna Calibration and DOA Estimation Algorithms for FMCW Radars","year":2019,"lang":"en","type":"article","venue":"","topic":"Direction-of-Arrival Estimation Techniques","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Calibration; Computer science; Subspace topology; Antenna (radio); Radar; Algorithm; Direction of arrival; Remote sensing; Antenna array; Electronic engineering; Telecommunications; Engineering; Mathematics; Artificial intelligence; 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":[0.001256488,0.00006588124,0.000122259,0.0001371803,0.00002571269,0.00003522602,0.0001402596,0.00004378833,0.00001860253],"category_scores_gemma":[0.000187456,0.00006111858,0.00002936039,0.0002101439,0.00002423553,0.0008978249,0.00003695872,0.00002223289,0.000001382451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003146026,"about_ca_system_score_gemma":0.0000843886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000457692,"about_ca_topic_score_gemma":0.000003010112,"domain_scores_codex":[0.99898,0.00006158926,0.0002669375,0.0001813509,0.0004411289,0.00006896447],"domain_scores_gemma":[0.9989167,0.0001086051,0.0001875387,0.0002257565,0.0005393276,0.00002204883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001098428,0.00007727037,0.0004465567,0.0001226694,0.00002673188,3.6535e-8,0.0005211331,0.003039098,0.02771623,0.09827273,0.0003181508,0.8694484],"study_design_scores_gemma":[0.0002817139,0.0001070396,0.0009257525,0.00002436982,0.00001465442,0.000001462739,0.00001094867,0.8738593,0.09830618,0.02639662,0.00001451818,0.00005739546],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02375198,0.00002530034,0.9743502,0.0001796352,0.0001475186,0.0006930568,0.000002772914,0.000116267,0.00073324],"genre_scores_gemma":[0.5376511,0.000002862441,0.4622518,0.00001563,0.000004686293,0.00002356401,0.000005369102,0.000003308053,0.00004167177],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8708202,"threshold_uncertainty_score":0.2492343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03748051387163361,"score_gpt":0.3237691773840559,"score_spread":0.2862886635124223,"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."}}