{"id":"W2896143822","doi":"10.1016/j.dark.2019.100351","title":"LHC Dark Matter Working Group: Next-generation spin-0 dark matter models","year":2019,"lang":"en","type":"article","venue":"Physics of the Dark Universe","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Kavli Institute for Theoretical Physics, University of California, Santa Barbara; Horizon 2020; Nemzeti Kutatási, Fejlesztési és Innovaciós Alap; European Research Council; Helmholtz Association; Vetenskapsrådet; Japan Society for the Promotion of Science; Horizon 2020 Framework Programme; United States-Israel Binational Science Foundation; Israel Science Foundation; Narodowym Centrum Nauki; Narodowe Centrum Nauki; Bundesministerium für Bildung und Forschung; Bundesministerium für Umwelt, Naturschutz, nukleare Sicherheit und Verbraucherschutz; Aspen Center for Physics; Ministry of Education, Culture, Sports, Science and Technology; U.S. Department of Energy; European Commission; CERN; Science and Technology Facilities Council; Svenska Forskningsrådet Formas; Comunidad de Madrid; National Science Foundation","keywords":"Physics; Large Hadron Collider; Dark matter; Particle physics; Pseudoscalar; Parameter space; Phenomenology (philosophy); Atlas (anatomy); Missing energy; Physics beyond the Standard Model; Nuclear physics; Meson; Statistics; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.00006169144,0.0002221098,0.0002604566,0.00001688042,0.0001817245,0.00004957615,0.0003586521,0.00002428969,0.0001935121],"category_scores_gemma":[4.855897e-7,0.0001746641,0.0002211245,0.0001735487,0.0001797628,0.0004338486,0.0004454606,0.0001479685,0.0005151089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004442965,"about_ca_system_score_gemma":0.00001291485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000126378,"about_ca_topic_score_gemma":5.089972e-7,"domain_scores_codex":[0.9989128,0.00006284993,0.0002045332,0.0002885592,0.0002232099,0.00030809],"domain_scores_gemma":[0.9992372,0.00003146773,0.0001487026,0.0004834556,0.00004062139,0.00005856727],"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":[0.00009091455,0.0005447273,0.05508907,0.00002995675,0.0002896803,5.223045e-7,0.00156802,0.004270538,0.3275785,0.5919054,0.01525227,0.003380355],"study_design_scores_gemma":[0.001008975,0.0000494019,0.001207417,0.0001162041,0.0001198288,2.942519e-7,0.001511286,0.005322911,0.08371957,0.9061363,0.0002869905,0.000520841],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8251318,0.00002327034,0.002311991,0.0002808374,0.0002877478,0.0002381253,0.00003407949,0.00001417533,0.171678],"genre_scores_gemma":[0.9989167,0.000001529206,0.0002424995,0.0001623162,0.0002388836,0.000008660998,0.00003403513,0.00002805058,0.0003672883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3142309,"threshold_uncertainty_score":0.7122595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02637331756892458,"score_gpt":0.2353192034400468,"score_spread":0.2089458858711223,"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."}}