{"id":"W2101720180","doi":"10.1109/pac.2005.1591414","title":"Analysis of Rapid Betatron Resonance Crossing","year":2006,"lang":"en","type":"article","venue":"Proceedings of the 2005 Particle Accelerator Conference","topic":"Particle Accelerators and Free-Electron Lasers","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"TRIUMF","funders":"","keywords":"Betatron; Physics; Acceleration; Nuclear physics; Amplitude; Computational physics; Resonance (particle physics); Range (aeronautics); Scaling; Electron; Atomic physics; Optics; Classical mechanics; Aerospace engineering; Mathematics; Engineering","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":[0.0003229937,0.000224771,0.0001479085,0.0006808135,0.0002269841,0.0004842546,0.0002657013,0.0001846071,0.002582498],"category_scores_gemma":[0.0009947086,0.0001204121,0.0001865876,0.0003960361,0.0002234046,0.0003416715,0.0003318539,0.0003307752,0.0002202757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003202173,"about_ca_system_score_gemma":0.0001104784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002675529,"about_ca_topic_score_gemma":0.0002188912,"domain_scores_codex":[0.9998953,0.00001349174,0.000003243262,0.00002945748,0.00003080309,0.00002778351],"domain_scores_gemma":[0.9995739,0.0001663651,0.0001140828,0.00006599839,0.00003944715,0.00004022319],"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":[0.001296017,0.000166348,0.07434683,0.0002827999,0.0001446052,0.003533831,0.0008842923,0.0904609,0.5265806,0.2165907,0.002677602,0.08303542],"study_design_scores_gemma":[0.00007250825,0.000613639,0.1252985,0.00005446067,0.0001019072,0.004045067,0.000396633,0.5829115,0.2014162,0.06732507,0.01762512,0.0001394398],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9395993,0.0003824065,0.04602711,0.00006836701,0.00002390946,0.0000252745,0.0002170005,0.0003876307,0.01326907],"genre_scores_gemma":[0.9962482,0.00005699395,0.002943762,0.000009335115,0.000004184967,0.000007413734,0.00008576637,0.00002706573,0.0006172812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002582498,"threshold_uncertainty_score":0.008639276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01419389831390503,"score_gpt":0.2165284928663912,"score_spread":0.2023345945524861,"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."}}