{"id":"W3155207986","doi":"10.1007/978-3-030-73050-5_20","title":"Characterizing Antennas’ Radiation Pattern Using Bernoulli Lemniscates","year":2021,"lang":"en","type":"book-chapter","venue":"Advances in intelligent systems and computing","topic":"Robotic Mechanisms and Dynamics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Radiation pattern; Antenna (radio); Side lobe; Bernoulli's principle; Radiation; Linkage (software); Computer science; Mathematics; Physics; Telecommunications; Optics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001880302,0.0003842803,0.0005883707,0.0001693591,0.00008593217,0.0001400074,0.0001227335,0.0002209195,0.00001653729],"category_scores_gemma":[0.000007220924,0.0004117068,0.00008187164,0.00004437812,0.00002452171,0.000167204,0.00008409882,0.0003482303,0.000007082228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001502788,"about_ca_system_score_gemma":0.00001505526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004153921,"about_ca_topic_score_gemma":0.00001913559,"domain_scores_codex":[0.9983749,0.00001749245,0.0007222755,0.000388561,0.0001842652,0.0003124968],"domain_scores_gemma":[0.9993595,0.00009114752,0.0002170344,0.0002149929,0.0000460846,0.00007122238],"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":[0.000002763759,0.00001086709,0.0004885602,0.001770022,0.0001045212,0.0001084587,0.0006008227,0.5701172,0.0003779064,0.05747834,0.00000507998,0.3689354],"study_design_scores_gemma":[0.00009151378,0.00001997318,0.00001595173,0.003696243,0.00002751365,0.00008649642,0.0002443679,0.9849235,0.00006364852,0.0008268782,0.009464508,0.0005394169],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002499213,0.07894247,0.8974426,0.000008232921,0.00429131,0.0003969997,0.00001990811,0.0001653215,0.01623396],"genre_scores_gemma":[0.8219426,0.1261512,0.02516186,0.0002050075,0.004231419,0.00003146253,0.0005544856,0.0008840609,0.02083783],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8722807,"threshold_uncertainty_score":0.9998335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01708836595673671,"score_gpt":0.2374014949107493,"score_spread":0.2203131289540126,"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."}}