{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001858085,0.0001409934,0.0002341982,0.0001479994,0.0001213815,0.00009465744,0.000288883,0.00003706456,0.0001869141],"category_scores_gemma":[6.819802e-8,0.0001299141,0.0001650542,0.0003427638,0.00005541522,0.0002098257,0.0001334583,0.0001295098,0.00001693004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003494816,"about_ca_system_score_gemma":0.0002568126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007055382,"about_ca_topic_score_gemma":0.00005105908,"domain_scores_codex":[0.9988757,0.00003881131,0.0002509028,0.0002949811,0.000199881,0.0003397604],"domain_scores_gemma":[0.9991187,0.0001546943,0.00005408039,0.00035811,0.0002419132,0.00007253952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005526887,0.0001826846,0.002516766,0.00005264368,0.0001006459,1.131564e-7,0.00003709991,0.000136658,0.2090558,0.7696757,0.0003745754,0.01781213],"study_design_scores_gemma":[0.001177989,0.00004969137,0.0003650866,0.0000107049,0.00002220357,4.499551e-8,0.0001270438,0.0005448214,0.9954705,0.0002774973,0.00184433,0.0001100637],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7068359,0.00008283016,0.04324601,0.0004912824,0.0001734828,0.001201525,0.00007639147,0.00004032591,0.2478522],"genre_scores_gemma":[0.9937739,0.000002388632,0.0002206438,0.0000239178,0.0002820339,0.0002341925,0.00005515971,0.00001781463,0.005389937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7864147,"threshold_uncertainty_score":0.5297742,"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."}}