{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002084891,0.0002360597,0.0001618469,0.0002252632,0.0002018786,0.0003750403,0.0002739721,0.0002072034,0.002480806],"category_scores_gemma":[0.000500046,0.0001597211,0.0001203558,0.0002468454,0.00048253,0.0004158363,0.0005142804,0.000360163,0.0002473194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002641726,"about_ca_system_score_gemma":0.0001577266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004064998,"about_ca_topic_score_gemma":0.0002851879,"domain_scores_codex":[0.9999034,0.00001405634,0.000002575283,0.00002188926,0.00003290009,0.00002506038],"domain_scores_gemma":[0.9997684,0.00008056779,0.0000730124,0.00003073575,0.00003115228,0.00001604541],"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":[0.0003198574,0.00002598319,0.004120747,0.00003754551,0.00001125021,0.0001487921,0.0001698337,0.001483473,0.9874856,0.002031672,0.0001689763,0.003996197],"study_design_scores_gemma":[0.00002751025,0.0002165471,0.008921213,0.000008615288,0.00001139415,0.0001627102,0.00008372076,0.006857338,0.981517,0.0005413237,0.001638272,0.00001440977],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879138,0.0002933678,0.006971447,0.00008516201,0.00001533496,0.00002070412,0.0001260882,0.000149553,0.00442451],"genre_scores_gemma":[0.9971318,0.0001381697,0.00155794,0.00004510328,0.000006036249,0.00002451786,0.00006850858,0.00003226819,0.0009955609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002480806,"threshold_uncertainty_score":0.008299112,"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."}}