{"id":"W3198998707","doi":"10.3204/pubdb-2021-04124","title":"Measurement of the $c$-jet mistagging efficiency in $t\\bar{t}$ events using $pp$ collision data at $\\sqrt{s}=13$ TeV collected with the ATLAS detector","year":2021,"lang":"en","type":"article","venue":"DESY Publication Database (PUBDB) (Deutsches Elektronen-Synchrotron)","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Social Fund; British Columbia Knowledge Development Fund; Fundação para a Ciência e a Tecnologia; Institut National de Physique Nucléaire et de Physique des Particules; Agencia Nacional de Promoción Científica y Tecnológica; Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; Centre National pour la Recherche Scientifique et Technique; National Research Center \"Kurchatov Institute\"; Centre National de la Recherche Scientifique; Israel Science Foundation; Joint Institute for Nuclear Research; Japan Society for the Promotion of Science; 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; Nuclear physics; Muon; Collider Detector at Fermilab; Hadron; Atlas (anatomy); Bar (unit); ATLAS experiment; Jet (fluid); Large Hadron Collider; Tevatron","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001674621,0.0004915065,0.0005910157,0.001456001,0.0004443158,0.001080518,0.0008497937,0.0003388685,0.002078343],"category_scores_gemma":[0.001795467,0.0004097332,0.0005280607,0.002690264,0.0002958268,0.0006252939,0.0006483741,0.0004318432,0.0008927759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007575452,"about_ca_system_score_gemma":0.0003574309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002917691,"about_ca_topic_score_gemma":0.003846254,"domain_scores_codex":[0.9990668,0.0001328244,0.00009195498,0.0002330272,0.00037061,0.0001048435],"domain_scores_gemma":[0.9982045,0.0008110612,0.0004156976,0.0002858271,0.0002076066,0.00007536149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.007669331,0.0005701235,0.4862392,0.0004177701,0.0006057536,0.001109945,0.0003301907,0.05826814,0.3628846,0.006715001,0.00528226,0.06990762],"study_design_scores_gemma":[0.0001522386,0.000731855,0.3029565,0.00002125269,0.0002362762,0.00181091,0.00009808494,0.1434598,0.5401919,0.001439097,0.008726873,0.0001752856],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9623231,0.0002102099,0.02713971,0.00003662242,0.0000180491,0.00003646364,0.005505467,0.0009691239,0.003761366],"genre_scores_gemma":[0.9667731,0.0001926005,0.01639825,0.0000438067,0.00000929111,0.00005313254,0.01488028,0.0002926236,0.001356973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002917691,"threshold_uncertainty_score":0.008856356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03685925928901084,"score_gpt":0.2685009208682331,"score_spread":0.2316416615792222,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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