{"id":"W3197978011","doi":"10.1140/epjs/s11734-021-00292-w","title":"Neutrino interaction physics in neutrino telescopes","year":2021,"lang":"en","type":"preprint","venue":"The European Physical Journal Special Topics","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Science and Technology Facilities Council; National Science Foundation","keywords":"Neutrino; Physics; Cherenkov radiation; Neutrino astronomy; Neutrino detector; Measurements of neutrino speed; Particle physics; Solar neutrino problem; Solar neutrino; Nuclear physics; Neutrino oscillation; Detector; Optics","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0002845501,0.000502368,0.0006314205,0.00005746432,0.0002751878,0.000715739,0.001010653,0.00004290161,0.00008829848],"category_scores_gemma":[0.000004582784,0.0003927613,0.0006040914,0.0002490052,0.0001081382,0.0002390741,0.001274475,0.003347675,0.0001013142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001529319,"about_ca_system_score_gemma":0.0001727099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006789198,"about_ca_topic_score_gemma":0.000004076559,"domain_scores_codex":[0.9972457,0.0007190932,0.0005992955,0.0004892848,0.0004227808,0.0005238373],"domain_scores_gemma":[0.998433,0.00007230647,0.0005520295,0.0006281918,0.0001474363,0.0001670705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003211581,0.0006946313,0.0003955901,0.00001796377,0.0001560027,0.00008081175,0.001739111,0.006395246,0.0002164462,0.008307784,0.001112733,0.9808516],"study_design_scores_gemma":[0.005719181,0.0005625837,0.04397658,0.002192146,0.0008883398,0.00006750144,0.008775668,0.002502996,0.005191732,0.6432644,0.2820925,0.004766464],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3811493,0.00007197534,0.002089227,0.0005824394,0.003591375,0.0003666537,0.00003509163,0.00003664881,0.6120773],"genre_scores_gemma":[0.7181817,0.00004415112,0.0001446504,0.00009408443,0.280942,0.00000761092,0.00004504901,0.00007765771,0.0004631057],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9760851,"threshold_uncertainty_score":0.9998524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02690471709382947,"score_gpt":0.2676025468044643,"score_spread":0.2406978297106348,"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."}}