{"id":"W2617912055","doi":"10.1140/epjc/s10052-017-5157-2","title":"FlavBit: a GAMBIT module for computing flavour observables and likelihoods","year":2017,"lang":"en","type":"article","venue":"The European Physical Journal C","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"H2020 Marie Skłodowska-Curie Actions; Academic Computer Centre Cyfronet, AGH University of Science and Technology; Fonds de recherche du Québec – Nature et technologies; Australian Research Council; Science and Technology Facilities Council; Horizon 2020 Framework Programme; Norges Forskningsråd; Natural Sciences and Engineering Research Council of Canada; Knut och Alice Wallenbergs Stiftelse; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; European Commission; National Science Foundation; Royal Society; Infrastruktura PL-Grid; University of Sydney; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Banff International Research Station for Mathematical Innovation and Discovery; University of Glasgow; Vetenskapsrådet","keywords":"Gambit; Observable; Flavour; Particle physics; Physics; Pion; Physics beyond the Standard Model; Range (aeronautics); Engineering; Quantum mechanics; Mechanics; Aerospace engineering; Computational fluid dynamics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.000345318,0.0001505476,0.0001952584,0.000006491906,0.001880044,0.0004007802,0.0003705732,0.000005482897,0.000002939462],"category_scores_gemma":[0.00001791073,0.00009314057,0.0001474144,0.00001965303,0.0002920068,0.0001549048,0.000358479,0.0001967115,0.00003627015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007278824,"about_ca_system_score_gemma":0.000006108094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001319782,"about_ca_topic_score_gemma":9.853447e-8,"domain_scores_codex":[0.9991552,0.0001210403,0.0001513551,0.0001557746,0.000119767,0.0002969035],"domain_scores_gemma":[0.9993458,0.0001110006,0.0001553325,0.0002164736,0.00004759439,0.0001238463],"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":[0.0002065992,0.0009052221,0.008662217,0.00003227776,0.000689231,0.00001539481,0.004590459,0.0001645503,0.1554141,0.2534521,0.008537827,0.56733],"study_design_scores_gemma":[0.001529381,0.0002267368,0.01393548,0.00008731395,0.0001157229,0.000008482385,0.0006573715,0.005178018,0.04344932,0.9334286,0.0009975983,0.0003858989],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9382253,0.00007068914,0.003377239,0.0009717278,0.0001189391,0.0001108378,0.00001085739,0.00001575595,0.05709863],"genre_scores_gemma":[0.9965148,0.000003426059,0.0002537972,0.0000314735,0.003083575,0.000002822984,0.000001161834,0.0000253323,0.00008360668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6799765,"threshold_uncertainty_score":0.9994194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02890362706119474,"score_gpt":0.2966646264000148,"score_spread":0.26776099933882,"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."}}