{"id":"W4231396065","doi":"10.48550/arxiv.2108.03992","title":"Robust constraints on Lorentz Invariance Violation from H.E.S.S., MAGIC\\n and VERITAS data combination","year":2021,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Neutrino Physics Research","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"MAGIC (telescope); Cherenkov radiation; Physics; Lorentz covariance; Pulsar; Redshift; Astrophysics; Lorentz factor; Astronomy; Lorentz transformation; Crab Pulsar; Particle physics; Galaxy; Optics; Classical 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001378654,0.0002704656,0.0002970167,0.0001112384,0.0001253386,0.0002310169,0.0007398473,0.0001241841,0.0006190931],"category_scores_gemma":[0.000005834128,0.0003482367,0.00007049324,0.0002330957,0.0002165355,0.000466596,0.001927449,0.0007287779,0.00006481143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001104666,"about_ca_system_score_gemma":0.0002222507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007870262,"about_ca_topic_score_gemma":0.00002811467,"domain_scores_codex":[0.9981032,0.0001672962,0.0001650415,0.001178734,0.0001326943,0.000253041],"domain_scores_gemma":[0.9980464,0.0001880044,0.0001880245,0.001263754,0.0001785471,0.0001352897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001973827,0.001144353,0.08851699,0.0001289967,0.0008433576,0.0002180012,0.0002945746,0.0705943,0.0009484476,0.8211265,0.0006945996,0.01529247],"study_design_scores_gemma":[0.008069338,0.0001985167,0.101527,0.001367782,0.0007451918,0.000001777276,0.002210613,0.6769583,0.009438261,0.1960908,0.0005759681,0.002816466],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9214783,0.00002980645,0.05327183,0.00007312921,0.0003021228,0.0004226782,0.001110137,0.0000425143,0.02326944],"genre_scores_gemma":[0.9949813,0.00004029732,0.0001326094,0.00002051289,0.0001572967,9.880542e-7,0.004435863,0.00002407121,0.0002070499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6250357,"threshold_uncertainty_score":0.9998969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1721060804378547,"score_gpt":0.229177344912414,"score_spread":0.05707126447455929,"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."}}