{"id":"W4387560257","doi":"10.48550/arxiv.2310.05669","title":"Transverse Emittance Reduction in Muon Beams by Ionization Cooling","year":2023,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Muon and positron interactions and applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"High Energy Physics; Japan Society for the Promotion of Science; Ministarstvo Prosvete, Nauke i Tehnološkog Razvoja; Chinese Academy of Sciences; National Research Foundation; Science and Technology Facilities Council; Istituto Nazionale di Fisica Nucleare; Institute of High Energy Physics; U.S. Department of Energy; European Commission; National Research Foundation of Korea; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Muon; Physics; Thermal emittance; Nuclear physics; Muon collider; Beam (structure); Phase space; Proton; Transverse plane; Ionization; Neutrino Factory; Neutrino; Atomic physics; Ion; Particle accelerator; Neutrino oscillation; 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":[0.00005709097,0.0001623375,0.0001478491,0.0001919885,0.00007424199,0.00003145155,0.0001682076,0.0001974766,0.0000704388],"category_scores_gemma":[0.00000364673,0.0002215563,0.00007661859,0.0004592959,0.00002449248,0.0001222037,0.00003475519,0.0004262979,0.0001089989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000218023,"about_ca_system_score_gemma":0.00001862189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002049461,"about_ca_topic_score_gemma":0.00008090177,"domain_scores_codex":[0.9992681,0.00002075808,0.0001655902,0.0003405305,0.00003437362,0.0001707157],"domain_scores_gemma":[0.9995649,0.00002097184,0.00004493873,0.0002715317,0.0000383437,0.00005935667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001072739,0.00002827731,0.0001797224,0.0000621243,0.00002506967,0.000006316448,0.0001558336,0.9917383,0.001428604,0.002999852,0.003148471,0.0002167213],"study_design_scores_gemma":[0.0003996053,0.00001119152,0.0005151178,0.0002118289,0.00006201717,0.000003087385,0.000502295,0.9837113,0.00242826,0.002064772,0.009614086,0.0004764132],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7010248,0.00008573409,0.2943673,0.00006408549,0.001113279,0.0003131837,0.0001025709,0.0005897344,0.002339348],"genre_scores_gemma":[0.9959552,0.0009061491,0.00008203548,0.000006174454,0.00007123611,0.000005697973,0.000235933,0.00003270638,0.002704845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2949305,"threshold_uncertainty_score":0.9034804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04556648133986476,"score_gpt":0.1844533064946442,"score_spread":0.1388868251547794,"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."}}