{"id":"W4408024425","doi":"10.1103/physrevd.111.035028","title":"Panorama of new-physics explanations to the MiniBooNE excess","year":2025,"lang":"en","type":"article","venue":"Physical review. D/Physical review. D.","topic":"Neutrino Physics Research","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"H2020 Marie Skłodowska-Curie Actions; Horizon 2020 Framework Programme; Ministry of Colleges and Universities; Institut Périmètre de physique théorique; European Commission; Narodowe Centrum Nauki; Narodowym Centrum Nauki; Government of Canada","keywords":"Panorama; MiniBooNE; Physics; Psychology; Theoretical physics; Computer science; Particle physics; Artificial intelligence; Neutrino","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":[0.001262865,0.0008889942,0.0009430184,0.002401954,0.0006323454,0.001702702,0.001446002,0.001696749,0.005209652],"category_scores_gemma":[0.001738519,0.000316557,0.0007919597,0.001340819,0.00238879,0.002643815,0.001262001,0.002194519,0.00128401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001282439,"about_ca_system_score_gemma":0.0006049682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005214897,"about_ca_topic_score_gemma":0.0008745202,"domain_scores_codex":[0.9996399,0.00006609093,0.0000226153,0.0001263162,0.0001070628,0.00003804153],"domain_scores_gemma":[0.9989849,0.0005158333,0.0001865646,0.0001125805,0.0001397696,0.00006027588],"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":[0.0006592561,0.0001398732,0.01396463,0.006282042,0.0006686327,0.006881514,0.0006597504,0.001850059,0.01593491,0.6520123,0.03690778,0.2640392],"study_design_scores_gemma":[0.00008604342,0.0001136917,0.01261912,0.0008993793,0.0002856134,0.007273106,0.0004779008,0.001370615,0.005038702,0.4799739,0.4917573,0.0001046122],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03791995,0.8491949,0.01932069,0.02875454,0.003113221,0.00002999667,0.0004945443,0.0003483151,0.06082384],"genre_scores_gemma":[0.338923,0.6171234,0.009846473,0.01338883,0.007255848,0.00007839182,0.0008050966,0.0001715191,0.01240746],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005209652,"threshold_uncertainty_score":0.01742804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03591169683184987,"score_gpt":0.4844343414725797,"score_spread":0.4485226446407298,"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."}}