{"id":"W4206349471","doi":"10.1103/physrevd.105.012001","title":"Search for heavy particles in the b-tagged dijet mass distribution with additional b-tagged jets in proton-proton collisions at s=13 TeV with the ATLAS experiment","year":2022,"lang":"lv","type":"article","venue":"Physical review. D/Physical review. 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Conselho Nacional de Desenvolvimento Científico e Tecnológico; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Generalitat Valenciana; Austrian Science Fund; U.S. Department of Energy; National Natural Science Foundation of China; Fundação de Amparo à Pesquisa do Estado de São Paulo; H2020 Marie Skłodowska-Curie Actions; Javna Agencija za Raziskovalno Dejavnost RS; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Ministry of Education, Culture, Sports, Science and Technology; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Agence Nationale de la Recherche; National Science Foundation; Alexander von Humboldt-Stiftung; TRIUMF; Max-Planck-Gesellschaft; Royal Society; Compute Canada; Agencia Nacional de Investigación y Desarrollo; Services Fédéraux des Affaires Scientifiques, Techniques et Culturelles; Generalitat de Catalunya; European Regional Development Fund; Bundesministerium für Bildung und Forschung; Canarie; Deutsche Forschungsgemeinschaft; Centres de Recerca de Catalunya; Ministerstwo Edukacji i Nauki; CERN; Danmarks Grundforskningsfond; Ministerio de Ciencia e Innovación; European Commission; Leverhulme Trust; Türkiye Atom Enerjisi Kurumu","keywords":"Physics; Particle physics; Quark; Invariant mass; Branching fraction; Luminosity; Large Hadron Collider; Invariant (physics); Sensitivity (control systems); Quantum chromodynamics; Nuclear physics; Combinatorics; Astrophysics; Mathematical physics; Mathematics; Galaxy","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":[0.000775531,0.0007401088,0.0009736333,0.001585168,0.00110736,0.001497177,0.0008493658,0.001570485,0.01843159],"category_scores_gemma":[0.00038341,0.0005938148,0.001559562,0.002946454,0.0002707797,0.0005825057,0.0009282323,0.0004762402,0.004129371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006483946,"about_ca_system_score_gemma":0.0008985513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003489488,"about_ca_topic_score_gemma":0.008123337,"domain_scores_codex":[0.999571,0.00004863238,0.00001782073,0.0001181285,0.0001246614,0.0001196624],"domain_scores_gemma":[0.9995987,0.0001225098,0.00006163694,0.00006269852,0.00003614444,0.0001184723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01419079,0.001117175,0.2227028,0.001558141,0.001994484,0.01021265,0.0007645724,0.01293475,0.4491162,0.03878474,0.09533874,0.151285],"study_design_scores_gemma":[0.003739062,0.002688406,0.3113886,0.0001330059,0.001934442,0.007411927,0.0012908,0.09278415,0.4274263,0.0205519,0.1302201,0.0004311501],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8163487,0.001793968,0.0562765,0.001770286,0.0002126387,0.0003336782,0.02996049,0.007227642,0.08607602],"genre_scores_gemma":[0.9108061,0.0004284656,0.03192959,0.0007064982,0.00007733471,0.0001071208,0.02875083,0.0004659226,0.02672817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01843159,"threshold_uncertainty_score":0.06165987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02024393803403042,"score_gpt":0.3010228638593515,"score_spread":0.280778925825321,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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