{"id":"W2136421720","doi":"10.1103/physrevd.75.092007","title":"Multivariate searches for single top quark production with the D0 detector","year":2007,"lang":"en","type":"article","venue":"Physical review. D. Particles, fields, gravitation, and cosmology/Physical review. D, Particles, fields, gravitation, and cosmology","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; York University; Simon Fraser University; University of Alberta","funders":"Institut National de Physique Nucléaire et de Physique des Particules; Science and Technology Facilities Council; Consejo Nacional de Investigaciones Científicas y Técnicas; Natural Sciences and Engineering Research Council of Canada; Fundação para o Desenvolvimento da UNESP; Centre National de la Recherche Scientifique; U.S. Department of Energy; Vetenskapsrådet; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Bundesministerium für Bildung und Forschung; Fundação de Amparo à Pesquisa do Estado de São Paulo; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Russian Foundation for Basic Research; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS); Federal Agency for Science and Innovation; Deutsche Forschungsgemeinschaft; Korea Science and Engineering Foundation; Western Canada Research Grid; Alexander von Humboldt-Stiftung; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Department of Science and Technology, Ministry of Science and Technology, India; Fermilab; National Science Foundation; Science Foundation Ireland; Secretaría de Ciencia y Técnica, Universidad de Buenos Aires","keywords":"Physics; Top quark; Tevatron; Electroweak interaction; Particle physics; Production (economics); Fermilab; Energy (signal processing); Collider Detector at Fermilab; Collider; Pair production; Quark; Nuclear physics; Large Hadron Collider","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":[0.0005379592,0.0005750963,0.000411696,0.001171562,0.0003522429,0.0007596106,0.0005015659,0.0002527141,0.001375935],"category_scores_gemma":[0.00108307,0.0002515945,0.0004572895,0.001795053,0.0002791396,0.0003583027,0.0005110357,0.000296561,0.0003842598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004266402,"about_ca_system_score_gemma":0.0004480223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003384039,"about_ca_topic_score_gemma":0.003588148,"domain_scores_codex":[0.999637,0.00008664412,0.00001518153,0.0001044227,0.0001066604,0.00005012932],"domain_scores_gemma":[0.9993588,0.000237148,0.0001904602,0.0000609327,0.00007842411,0.00007423536],"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":[0.002859121,0.0003576099,0.5847696,0.0005405843,0.0005470677,0.001481416,0.0001971817,0.01221123,0.2210874,0.007372494,0.002357461,0.1662189],"study_design_scores_gemma":[0.000230777,0.001473227,0.6060778,0.00006425689,0.0009838152,0.004186407,0.0003086027,0.109706,0.2507639,0.01205337,0.01395507,0.000196773],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787521,0.00107103,0.01461077,0.0001414337,0.000009817521,0.00001897238,0.0008568701,0.0001578379,0.00438125],"genre_scores_gemma":[0.9887389,0.0003723704,0.009081326,0.00003138406,0.00001375327,0.000007291652,0.0007001169,0.00001245639,0.001042434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003384039,"threshold_uncertainty_score":0.006728709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02706301379027582,"score_gpt":0.3383954568088967,"score_spread":0.3113324430186209,"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."}}