{"id":"W4412924849","doi":"10.1007/jhep07(2025)245","title":"Effects of tau-neutrino detection on non-standard interactions at DUNE with a short discussion on the nature of neutrino mixing","year":2025,"lang":"en","type":"article","venue":"Journal of High Energy Physics","topic":"Neutrino Physics Research","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Physics; Neutrino; Particle physics; Mixing (physics); Neutrino oscillation; Physics beyond the Standard Model; Measurements of neutrino speed; Tau neutrino; Standard Model (mathematical formulation); Sterile neutrino; Solar neutrino; Nuclear physics; Quantum mechanics","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":[0.0001364549,0.0002345844,0.0004704463,0.0002022383,0.000179106,0.00003001757,0.0003168339,0.000059709,0.000009486875],"category_scores_gemma":[0.000002982988,0.0001249717,0.000298435,0.0006349308,0.00009081296,0.0001874618,0.0001178139,0.0008854116,0.000001140557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001446338,"about_ca_system_score_gemma":0.0001265126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005630309,"about_ca_topic_score_gemma":0.0000111962,"domain_scores_codex":[0.9984023,0.0001308968,0.0004171123,0.0002004139,0.0006157486,0.0002335481],"domain_scores_gemma":[0.9981429,0.000578388,0.0004722079,0.0003431895,0.0003936266,0.00006967421],"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":[0.003454748,0.001558763,0.001573191,0.0001844399,0.001160402,0.00001694802,0.0001835312,0.01078331,0.3032899,0.6314237,0.0006606037,0.0457105],"study_design_scores_gemma":[0.0009481091,0.0007800978,0.002748436,0.0006968385,0.0001260886,0.000001816972,0.00006158902,0.00005428729,0.9867265,0.007195427,0.0005430405,0.0001177982],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677489,0.00002350653,0.025333,0.0005486554,0.0005333062,0.0002252277,0.00002111685,0.000007791573,0.005558465],"genre_scores_gemma":[0.9990162,0.00001545656,0.00003651017,0.00004541827,0.0004353338,0.00001752942,0.000004555128,0.000026635,0.0004023602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6834366,"threshold_uncertainty_score":0.5096198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00518199556652281,"score_gpt":0.2595872572598887,"score_spread":0.2544052616933659,"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."}}