{"id":"W3211388131","doi":"10.1016/j.ppnp.2022.103947","title":"Status and perspectives of neutrino physics","year":2022,"lang":"en","type":"preprint","venue":"Progress in Particle and Nuclear Physics","topic":"Neutrino Physics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; TRIUMF","funders":"Science and Technology Facilities Council","keywords":"Neutrino; Physics; Neutrino oscillation; Particle physics; Measurements of neutrino speed; Sterile neutrino; Solar neutrino problem; Solar neutrino; Physics beyond the Standard Model","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001287767,0.000265169,0.0004465159,0.0000375386,0.0001168901,0.0001021543,0.0002223628,0.00004724544,0.00008546877],"category_scores_gemma":[8.499682e-7,0.0002897715,0.0000990596,0.0002518349,0.0004226748,0.0001556674,0.001733629,0.0007749633,0.000003660663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004067448,"about_ca_system_score_gemma":0.00007573912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001495985,"about_ca_topic_score_gemma":8.39016e-7,"domain_scores_codex":[0.9982484,0.0001251585,0.0002748795,0.0005551871,0.0003240185,0.000472353],"domain_scores_gemma":[0.9990999,0.00007537423,0.0001859981,0.0004301372,0.0000785667,0.0001300286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000842876,0.0009464437,0.4093777,0.0002313564,0.0001343538,0.000003671102,0.008401203,0.0001652708,0.0002657638,0.4656801,0.00001353879,0.1146963],"study_design_scores_gemma":[0.008415557,0.001291728,0.4024274,0.0006312482,0.0004595901,0.000002163244,0.04144311,0.03214222,0.05663852,0.4508249,0.002234008,0.003489595],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953502,0.001384649,0.00001906781,0.0001068823,0.00005354083,0.0004309563,0.00009974107,0.00002833512,0.002526641],"genre_scores_gemma":[0.999242,0.0002003452,0.0001360004,0.000007657446,0.0002235561,0.00009383792,0.00001746194,0.00005929903,0.00001983445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1112067,"threshold_uncertainty_score":0.9999554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03890989887432098,"score_gpt":0.3280883264671891,"score_spread":0.2891784275928681,"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."}}