{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004874085,0.0006747014,0.001927857,0.00009091794,0.0002564707,0.00008599809,0.00180597,0.00003251106,0.0001093493],"category_scores_gemma":[0.0001228389,0.0004845296,0.001234639,0.003195063,0.000206359,0.0003171545,0.0007023631,0.0008381617,0.001183978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008390837,"about_ca_system_score_gemma":0.0004892775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001970465,"about_ca_topic_score_gemma":0.000004673927,"domain_scores_codex":[0.9955577,0.0004348998,0.0009984127,0.00093362,0.0012045,0.0008709083],"domain_scores_gemma":[0.9955091,0.001038605,0.0004340305,0.001963953,0.000571554,0.0004827213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002329213,0.00176979,0.002440994,0.003597144,0.0003586747,0.000001736189,0.0001731742,0.00007235155,0.009239737,0.6987796,0.09004679,0.1934967],"study_design_scores_gemma":[0.001405693,0.0003990083,0.004361168,0.02369372,0.002012359,0.00000106582,0.0001003004,0.0008634479,0.146448,0.3351624,0.4837602,0.00179261],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5579009,0.05842009,0.01602359,0.06708749,0.001161698,0.01851632,0.000943031,0.0004009184,0.279546],"genre_scores_gemma":[0.9822009,0.008093961,0.0001784788,0.004348401,0.002312188,0.001038222,0.0001528545,0.0000908164,0.001584175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4243,"threshold_uncertainty_score":0.9997606,"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."}}