{"id":"W4234012479","doi":"10.1109/map.2009.5251202","title":"Chapter News","year":2009,"lang":"en","type":"article","venue":"IEEE Antennas and Propagation Magazine","topic":"Antenna Design and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Telecommunications; Library science; Engineering; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004884908,0.000103051,0.00009661587,0.00006192052,0.00004332702,0.00003848937,0.00003557647,0.00004359071,0.00006137288],"category_scores_gemma":[0.000004640443,0.0000901322,0.00002069566,0.00008633443,0.0000174866,0.0001840818,0.000002294584,0.00006279571,0.00009343602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006911546,"about_ca_system_score_gemma":0.000002596765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.851712e-7,"about_ca_topic_score_gemma":0.000002758214,"domain_scores_codex":[0.9995529,0.000006127365,0.0001375521,0.0001090762,0.00006996331,0.0001243775],"domain_scores_gemma":[0.9997965,0.000005377106,0.00001877814,0.00008574835,0.00004066738,0.000052933],"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":[0.00007894148,0.0000543328,0.0007290824,0.00007405386,0.00003607474,0.00003456219,0.000525636,0.004088397,0.5960153,0.01408264,0.008260962,0.37602],"study_design_scores_gemma":[0.001015634,0.0003105932,0.0111404,0.00008197185,0.00003261927,0.00006454546,0.0000663516,0.9579457,0.009194012,0.002845143,0.01669538,0.0006076543],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07026543,0.001541923,0.876544,0.002025126,0.0006110391,0.0005160081,0.000008111474,0.0009251031,0.04756326],"genre_scores_gemma":[0.9959517,0.0008783615,0.001684226,0.0003979481,0.0001197509,0.000002847719,0.000009785907,0.00001319689,0.0009422474],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9538573,"threshold_uncertainty_score":0.3675484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01142140285107643,"score_gpt":0.2068626333080637,"score_spread":0.1954412304569873,"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."}}