{"id":"W2618035104","doi":"10.1140/epjc/s10052-017-5167-0","title":"Global fits of GUT-scale SUSY models with GAMBIT","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":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Australian Research Council; Science and Technology Facilities Council; Centre of Excellence for Particle Physics at the Terascale, Australian Research Council; Banff International Research Station for Mathematical Innovation and Discovery; Knut och Alice Wallenbergs Stiftelse; Academic Computer Centre Cyfronet, AGH University of Science and Technology; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Norges Forskningsråd; National Science Foundation; Royal Society; University of Sydney; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Particle physics; Supersymmetry; Physics; Higgs boson; Parameter space; Observable; Dark matter; Minimal Supersymmetric Standard Model; Large Hadron Collider; Electroweak interaction; Chargino; Physics beyond the Standard Model; Grand Unified Theory; Annihilation; Statistics; Mathematics; Quantum mechanics","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001619416,0.0001413275,0.0002051683,0.000004496418,0.0006287691,0.0001246563,0.0005183831,0.000004541833,0.000009422514],"category_scores_gemma":[0.000002630987,0.00007558645,0.0001386343,0.00004190026,0.0005134767,0.0002097207,0.0002645506,0.0001538029,0.00005254709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001140036,"about_ca_system_score_gemma":0.00001071969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003465193,"about_ca_topic_score_gemma":3.919341e-7,"domain_scores_codex":[0.999132,0.0001249234,0.0001502046,0.0001229517,0.0002248209,0.0002451258],"domain_scores_gemma":[0.9992895,0.00002733593,0.0001984181,0.0003058286,0.00006628824,0.0001127028],"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":[0.0007291673,0.002522247,0.02288507,0.00002042934,0.001082649,0.00004536257,0.003967165,0.003170485,0.05813387,0.7486718,0.006336123,0.1524356],"study_design_scores_gemma":[0.001096961,0.0002726649,0.01197224,0.00007396649,0.0001063361,0.0000102678,0.0005251669,0.0007753556,0.02461971,0.9601827,0.0001001955,0.0002644705],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6438315,0.00001876873,0.001285046,0.0002559827,0.000035778,0.00004039027,0.00001389727,0.000006620689,0.354512],"genre_scores_gemma":[0.9988768,0.000001945112,0.00007719352,0.00001003575,0.0009366963,0.000001435912,7.349483e-7,0.00001495988,0.00008017756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3550453,"threshold_uncertainty_score":0.4836047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0194596260012377,"score_gpt":0.2738381299086206,"score_spread":0.2543785039073829,"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."}}