{"id":"W4220936872","doi":"10.18280/ts.390141","title":"Detection, Estimation and Radiation Formation Using Smart Antennas for the Spatial Location","year":2022,"lang":"en","type":"article","venue":"Traitement du signal","topic":"Antenna Design and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Education, India","keywords":"Beamforming; Direction of arrival; Computer science; Transmission (telecommunications); Smart antenna; Space-division multiple access; Antenna (radio); Angle of arrival; Electronic engineering; Antenna array; Base station; Real-time computing; Directional antenna; Telecommunications; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002950712,0.00008115298,0.00005903928,0.00007719683,0.0004347413,0.0000427153,0.0000411557,0.00002100407,0.00003657775],"category_scores_gemma":[0.00001221949,0.00007585177,0.00002220805,0.0001476017,0.00001236276,0.0003362245,0.000009950861,0.00005626851,9.07103e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000142317,"about_ca_system_score_gemma":0.000009311274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002224391,"about_ca_topic_score_gemma":0.000009076037,"domain_scores_codex":[0.9994469,0.00003121639,0.000185838,0.00007444923,0.0001409147,0.0001206931],"domain_scores_gemma":[0.9997758,0.00005091833,0.0000541766,0.00005195436,0.00004424747,0.00002294592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003371178,0.00001303385,0.00008026024,0.00003471668,0.00001661752,6.439149e-8,0.0006767233,0.9278182,0.008871535,0.0001141165,0.0001252984,0.06221568],"study_design_scores_gemma":[0.0004193084,0.00006124856,0.001471615,0.000004901179,0.00003840304,0.000009689765,0.0002589056,0.9947091,0.002283416,0.0000625359,0.0005913538,0.00008948036],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03507993,0.0002556629,0.9636971,0.00006099184,0.0002494286,0.0005472189,0.000009283079,0.00008868026,0.00001174764],"genre_scores_gemma":[0.9972352,0.00002796235,0.002295534,0.00005741585,0.0001133697,0.0001681088,0.00007985705,0.00001606598,0.000006502928],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9621552,"threshold_uncertainty_score":0.3343723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01380425004015036,"score_gpt":0.2050837332427213,"score_spread":0.191279483202571,"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."}}