{"id":"W4386481113","doi":"10.21203/rs.3.rs-3322511/v1","title":"Ab initio uncertainty quantification of neutrinoless double-beta decay in 76Ge","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Neutrino Physics Research","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; TRIUMF","funders":"Basic and Applied Basic Research Foundation of Guangdong Province; College of Engineering, Michigan State University; Office of Science; Deutsche Forschungsgemeinschaft; U.S. Department of Energy; European Commission; National Energy Research Scientific Computing Center; Western Canada Research Grid; National Natural Science Foundation of China; Compute Canada; TRIUMF; Nuclear Physics; Natural Sciences and Engineering Research Council of Canada; Grand Équipement National De Calcul Intensif; Michigan State University","keywords":"Neutrino; Double beta decay; MAJORANA; Physics; Particle physics; Nuclear physics; Lepton; Lepton number; Weak interaction; Physics beyond the Standard Model; Beta decay","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002634021,0.0003975417,0.0007468709,0.001538435,0.0001787934,0.0002428269,0.001581724,0.0002827675,0.0002410372],"category_scores_gemma":[0.000001618553,0.0004183594,0.0003307875,0.002037034,0.0003823342,0.0001607818,0.002617329,0.003405607,0.0005054898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003372903,"about_ca_system_score_gemma":0.001330533,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0129948,"about_ca_topic_score_gemma":0.0003515992,"domain_scores_codex":[0.9938429,0.0008082895,0.0008655365,0.001170104,0.002067442,0.001245719],"domain_scores_gemma":[0.9952276,0.0009818163,0.0002642889,0.001857833,0.001416118,0.0002523325],"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":[0.0003397063,0.0009052005,0.06238761,0.001855835,0.000158564,0.00002420775,0.0005350352,0.01235328,0.002935274,0.9122101,0.000473177,0.005822],"study_design_scores_gemma":[0.004597296,0.0002165941,0.1057967,0.00341775,0.00003625312,5.498267e-7,0.002904057,0.0009959418,0.8647686,0.0145523,0.001483886,0.00123015],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8345367,0.0002670652,0.0007660071,0.00129572,0.0004958525,0.005341009,0.001594798,0.0001711104,0.1555318],"genre_scores_gemma":[0.9960083,0.0001238103,0.000009348888,0.000002088877,0.0004430414,0.001151317,0.001316518,0.0001132913,0.0008322284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8976578,"threshold_uncertainty_score":0.9998268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.213041023049347,"score_gpt":0.4567159978936262,"score_spread":0.2436749748442791,"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."}}