{"id":"W6944305595","doi":"10.18429/jacow-srf2019-thp076","title":"Simulation Analysis of Lorentz Force Induced Oscillations in RF Cavities in Vector Sum and Cw Operation","year":2019,"lang":"en","type":"article","venue":"JACOW","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"TRIUMF","funders":"","keywords":"Klystron; Lorentz force; Lorentz transformation; Amplitude; Resonance (particle physics); Field (mathematics); Vector field","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":[0.0001256266,0.00005831629,0.0001562124,0.0003258967,0.00002014558,0.00002459999,0.00004293322,0.00002861904,0.0002053484],"category_scores_gemma":[0.000006047937,0.00005703706,0.00003659125,0.0004912941,0.000009002514,0.0001248575,0.00002110689,0.00009877619,0.000005057726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004086653,"about_ca_system_score_gemma":0.00004653388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001018058,"about_ca_topic_score_gemma":0.0009102931,"domain_scores_codex":[0.9994277,0.00003685904,0.0001602801,0.0001271838,0.000106525,0.0001414544],"domain_scores_gemma":[0.9997186,0.00008321765,0.00003733868,0.0001029318,0.00003621157,0.00002168244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001322298,0.00004439992,0.818659,0.000007076106,0.00005657878,5.790935e-8,0.0005985639,0.1563295,0.01653717,0.006558552,0.000002328727,0.001193469],"study_design_scores_gemma":[0.0004406605,0.00003619627,0.4804585,0.00000680805,0.00001920187,6.302416e-9,0.0002672468,0.5166544,0.001765184,0.0002577086,0.00003247627,0.00006156443],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983912,0.00001966098,0.0004029579,0.00006212395,0.00001572593,0.0001931911,0.00001110541,0.000002967598,0.000901129],"genre_scores_gemma":[0.9995474,0.000001550985,0.00001755272,0.000004430363,0.00001417437,0.00001086573,0.00006909807,0.000004745793,0.0003301736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3603249,"threshold_uncertainty_score":0.2325904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02043463277486939,"score_gpt":0.3225507837571209,"score_spread":0.3021161509822515,"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."}}