{"id":"W3023979764","doi":"","title":"Electron model of linear-field FFAG","year":2005,"lang":"en","type":"article","venue":"Prepared for","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"TRIUMF","funders":"","keywords":"Betatron; Physics; Acceleration; Linear particle accelerator; Particle accelerator; Computational physics; Beam (structure); Field (mathematics); Nuclear physics; Optics; Classical mechanics","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":[0.0001184401,0.00008429947,0.0001333853,0.00003893599,0.00005700379,0.000009793253,0.0001616582,0.00003215593,0.0001779931],"category_scores_gemma":[0.000009073307,0.00008001325,0.0001178845,0.00005860084,0.0000109917,0.00006907588,0.00003347752,0.0001083187,0.00001412737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002282684,"about_ca_system_score_gemma":0.000129534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002872451,"about_ca_topic_score_gemma":0.00001193951,"domain_scores_codex":[0.9992113,0.00001009364,0.000163021,0.0001610778,0.0001113587,0.0003431437],"domain_scores_gemma":[0.9995645,0.00005138294,0.00004814535,0.0001969482,0.00008272857,0.00005625828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001149726,0.001235248,0.004354372,0.000122891,0.0004527924,1.042494e-7,0.00162581,0.0388897,0.25162,0.5456722,0.03420622,0.1206709],"study_design_scores_gemma":[0.0007479129,0.000222794,0.00001028441,0.000005898255,0.0000161068,1.027733e-7,0.00002876923,0.52161,0.4517317,0.01085618,0.01464583,0.0001244108],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7390642,0.0001852521,0.2119739,0.001060092,0.0000357956,0.0009161264,0.00008704598,0.00005783596,0.04661973],"genre_scores_gemma":[0.9920936,0.000003524804,0.004515181,0.00003514804,0.0001532067,0.0001073457,0.00002463406,0.0000148407,0.00305256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.534816,"threshold_uncertainty_score":0.3262846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02633374062643179,"score_gpt":0.3465646606509396,"score_spread":0.3202309200245078,"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."}}