{"id":"W4415512758","doi":"10.22323/1.495.0038","title":"LEGEND-1000 - a next generation detector for searches of neutrino-less double beta decay","year":2025,"lang":"en","type":"article","venue":"","topic":"Neutrino Physics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Los Alamos National Laboratory; Lawrence Berkeley National Laboratory; Oak Ridge National Laboratory; Laboratory Directed Research and Development; Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; Deutsche Forschungsgemeinschaft; Ministerstwo Edukacji i Nauki; Rural Development Administration; Bundesministerium für Bildung und Forschung; Ministerstvo Školství, Mládeže a Tělovýchovy; Max-Planck-Gesellschaft; U.S. Department of Energy; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"MAJORANA; Neutrino; Double beta decay; Detector; Lepton; Lepton number; Neutrino detector; Semiconductor detector","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002901883,0.001097544,0.001180486,0.001716633,0.0006166203,0.00227354,0.00232747,0.001607085,0.01805579],"category_scores_gemma":[0.001727061,0.000708681,0.001081063,0.001463688,0.0007495289,0.002264597,0.00246983,0.001631766,0.007229139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001627458,"about_ca_system_score_gemma":0.001637755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001549077,"about_ca_topic_score_gemma":0.00311664,"domain_scores_codex":[0.9989496,0.0002487508,0.00002266817,0.0002819969,0.0003176305,0.0001795288],"domain_scores_gemma":[0.9986644,0.0001684872,0.0001214389,0.0003132175,0.0003205028,0.0004119716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01117383,0.0007879715,0.03369182,0.001240415,0.0004597635,0.001311563,0.0003995481,0.005677238,0.4993702,0.05148614,0.1973696,0.197032],"study_design_scores_gemma":[0.002637016,0.005783356,0.05256235,0.0003161604,0.0005652418,0.004723662,0.0002231759,0.04842151,0.2623506,0.0156966,0.6058909,0.0008293753],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2828513,0.007058308,0.2221606,0.004293208,0.002726621,0.002332482,0.09213429,0.07578649,0.3106567],"genre_scores_gemma":[0.4888221,0.00135182,0.3185106,0.002798184,0.0005344993,0.001299001,0.1157375,0.002695324,0.06825105],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01805579,"threshold_uncertainty_score":0.06040263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1113353471263558,"score_gpt":0.351312496093161,"score_spread":0.2399771489668052,"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."}}