{"id":"W2125352378","doi":"10.1109/ppps.2007.4651985","title":"A direct approach to RF/HPM generation with regards to MCG","year":2007,"lang":"en","type":"article","venue":"2007 16th IEEE International Pulsed Power Conference","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Energy","funders":"","keywords":"Radio frequency; Wideband; Voltage; Physics; Electronic engineering; Energy (signal processing); Gaussian; Range (aeronautics); Simple (philosophy); Electrical engineering; Computer science; Engineering; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002017926,0.0001940294,0.0001455859,0.0002056509,0.00005809669,0.0001226447,0.0003498244,0.00007212699,0.0001231246],"category_scores_gemma":[0.00005722604,0.0001873644,0.00003359762,0.0002568089,0.00002012028,0.0001118333,0.00002662434,0.0001380708,0.0003536962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001316168,"about_ca_system_score_gemma":0.00004047259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003506557,"about_ca_topic_score_gemma":0.00009210917,"domain_scores_codex":[0.9987425,0.000006405033,0.0002585806,0.0003150349,0.0003737654,0.0003037672],"domain_scores_gemma":[0.9991207,0.00006757175,0.00002438428,0.0002545046,0.0002921386,0.0002407068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002016326,0.0006319046,0.001753415,0.00003577261,0.0004047187,0.00006535649,0.001571173,0.599288,0.181415,0.03724656,0.1684195,0.008966967],"study_design_scores_gemma":[0.001325104,0.0002708668,0.01570646,0.0001819822,0.0000500416,0.0000839441,0.0001659254,0.2564173,0.2951999,0.0002342136,0.4287207,0.001643593],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2430183,0.000008528349,0.4402518,0.000357781,0.0008564064,0.0003678221,0.0001127346,0.0001701351,0.3148564],"genre_scores_gemma":[0.9870864,0.000009230311,0.0105959,0.0005761123,0.0003193288,0.0001185002,0.00008714146,0.00003342937,0.001173969],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7440681,"threshold_uncertainty_score":0.76405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02579906248925107,"score_gpt":0.2561401206791402,"score_spread":0.2303410581898891,"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."}}