{"id":"W1521240097","doi":"10.1016/j.dark.2019.100371","title":"Dark Matter benchmark models for early LHC Run-2 Searches: Report of the ATLAS/CMS Dark Matter Forum","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":385,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; TRIUMF","funders":"Fundação para a Ciência e a Tecnologia; Australian Research Council; Institut National de Physique Nucléaire et de Physique des Particules; Science and Technology Facilities Council; Horizon 2020 Framework Programme; Centre National de la Recherche Scientifique; Natural Sciences and Engineering Research Council of Canada; Ministry of Science and Technology, Taiwan; Japan Society for the Promotion of Science; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Lundbeckfonden; Ministerio de Economía y Competitividad; Fonds Wetenschappelijk Onderzoek; Horizon 2020; Fonds De La Recherche Scientifique - FNRS; Human Growth Foundation; Österreichischen Akademie der Wissenschaften; Fundação de Amparo à Pesquisa do Estado de São Paulo; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Ministry of Education, Culture, Sports, Science and Technology; National Research Foundation; Stichting voor Fundamenteel Onderzoek der Materie; Bundesministerium für Bildung und Forschung; Pakistan Atomic Energy Commission; National Research Council; Canada Foundation for Innovation; Ministry of Education, Science and Technology; School of Energy Resources, University of Wyoming; Ministry of Education - Singapore; Thailand Center of Excellence in Physics; Michelson Prize and Grants; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Institute for the Promotion of Teaching Science and Technology; Deutsche Forschungsgemeinschaft; European Research Council; CERN; California Department of Fish and Game; Danmarks Grundforskningsfond; Mainz Institute for Theoretical Physics, Johannes Gutenberg University Mainz; Alexander von Humboldt-Stiftung; Instituto Nazionale di Fisica Nucleare; European Commission; U.S. Department of Energy; National Science Foundation","keywords":"Physics; Large Hadron Collider; Atlas (anatomy); Dark matter; Particle physics; Benchmark (surveying); Parameter space; Physics beyond the Standard Model; Formalism (music); Data science; Computer science; Cartography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01289615,0.001316187,0.0013909,0.003063626,0.002063509,0.003129238,0.002928504,0.001192264,0.006967942],"category_scores_gemma":[0.01921645,0.0007857484,0.001304699,0.003126832,0.000569499,0.002669943,0.002300516,0.001624377,0.001754223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003244219,"about_ca_system_score_gemma":0.002951966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01044295,"about_ca_topic_score_gemma":0.01403443,"domain_scores_codex":[0.9966165,0.001470209,0.0001188921,0.0001869895,0.001286706,0.0003206531],"domain_scores_gemma":[0.9892275,0.004767942,0.0007562261,0.002134887,0.002130388,0.0009829038],"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":[0.005291556,0.001548094,0.042359,0.001554356,0.0004872111,0.0008655471,0.001591123,0.2929881,0.007535703,0.3655395,0.1597829,0.120457],"study_design_scores_gemma":[0.001261476,0.001485066,0.02407706,0.0005888615,0.0004049506,0.0005085088,0.0007149484,0.6302546,0.02150275,0.2009777,0.1177741,0.0004499419],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6554144,0.003735713,0.1355006,0.005484044,0.0006552165,0.00181499,0.05978624,0.008819185,0.1287896],"genre_scores_gemma":[0.8618086,0.001062137,0.06414594,0.0004623346,0.0001876528,0.001141549,0.06224321,0.002798132,0.00615036],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01289615,"threshold_uncertainty_score":0.0682022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0136030015620927,"score_gpt":0.2405054175933667,"score_spread":0.226902416031274,"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."}}