{"id":"W2088790325","doi":"10.1109/icwits.2012.6417728","title":"Further applications of a characteristic mode based antenna shape synthesis method","year":2012,"lang":"en","type":"article","venue":"","topic":"Antenna Design and Analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Antenna (radio); Computer science; Electrical impedance; Point (geometry); Process (computing); Impedance matching; Mode (computer interface); Matching (statistics); Degrees of freedom (physics and chemistry); Topology (electrical circuits); Electronic engineering; Mathematics; Geometry; Engineering; Electrical engineering; Physics; Telecommunications","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004677653,0.0006923203,0.0004253555,0.0005439765,0.0002541961,0.000607095,0.0004978485,0.000819743,0.004378427],"category_scores_gemma":[0.001221353,0.0003233603,0.0008533261,0.0005055245,0.0004664162,0.0005526238,0.0005782344,0.0008069405,0.001304912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003348837,"about_ca_system_score_gemma":0.0003451787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002542385,"about_ca_topic_score_gemma":0.000324434,"domain_scores_codex":[0.9996544,0.0001069178,0.00001815062,0.00005249893,0.0001457165,0.00002229126],"domain_scores_gemma":[0.9995039,0.0002419921,0.00003274286,0.00009850678,0.0001054316,0.00001747405],"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":[0.0002213655,0.0001551456,0.0006722706,0.0003594876,0.00005574156,0.0003520869,0.0003517808,0.1445534,0.3968359,0.09176231,0.003333492,0.361347],"study_design_scores_gemma":[0.00007070677,0.0003764802,0.0004564578,0.00003643503,0.00003837945,0.00107209,0.0000670332,0.7658172,0.1538842,0.02333076,0.05477154,0.00007876477],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005157447,0.00007736993,0.988214,0.00008128089,0.00003519649,0.00003912203,0.00002107527,0.0002442298,0.006130286],"genre_scores_gemma":[0.1488699,0.0002916464,0.8411467,0.0001494057,0.00006061973,0.0001605045,0.00009996734,0.0003314409,0.008889702],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004378427,"threshold_uncertainty_score":0.01464731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01495870845216079,"score_gpt":0.2523056349859809,"score_spread":0.2373469265338201,"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."}}