{"id":"W2120243169","doi":"10.1140/epjc/s2003-01441-8","title":"b-tagging in DELPHI at LEP","year":2004,"lang":"en","type":"article","venue":"The European Physical Journal C","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":58,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Bundesministerium für Bildung, Wissenschaft und Kultur; Norges Forskningsråd; Ministerstvo Průmyslu a Obchodu; Junta Nacional de Investigação Científica e Tecnológica; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Bundesministerium für Bildung, Wissenschaft, Forschung und Technologie; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; General Secretariat for Research and Technology; Fonds Wetenschappelijk Onderzoek; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; CERN; Vlaamse regering; Financiadora de Estudos e Projetos; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Fonds De La Recherche Scientifique - FNRS; U.S. Department of Energy; National Science Foundation","keywords":"Delphi; Computer science; Programming language","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":[0.0002166383,0.0001230468,0.0001367967,0.00001356372,0.0003078561,0.00004977534,0.0002091594,0.000003612631,0.00001497016],"category_scores_gemma":[0.00000355498,0.00007450751,0.0001192875,0.000113329,0.0001596009,0.00009258708,0.0002129674,0.0002695636,0.0004754123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005502307,"about_ca_system_score_gemma":0.000007005069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001849246,"about_ca_topic_score_gemma":3.362434e-7,"domain_scores_codex":[0.9991377,0.0001495672,0.0001583817,0.0001152503,0.0001516158,0.0002874577],"domain_scores_gemma":[0.999685,0.00004454785,0.00005780194,0.0001049386,0.0000153027,0.00009238187],"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":[0.0001989486,0.002066009,0.003894464,0.000007099246,0.0002701381,0.0001447673,0.01891045,0.006271865,0.3901973,0.4880416,0.002579052,0.08741828],"study_design_scores_gemma":[0.001356124,0.00008491007,0.0020361,0.00005060155,0.00002395834,0.0000138832,0.001170566,0.00006210059,0.07372513,0.9206636,0.0005581976,0.0002548353],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8229933,0.00003708741,0.000237331,0.0009616065,0.00005541594,0.00003961586,0.000001645908,0.00001198775,0.175662],"genre_scores_gemma":[0.9985712,0.000002299059,0.00002895008,0.0000659603,0.001268415,0.000001234822,8.586672e-7,0.00001859918,0.00004254618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4326219,"threshold_uncertainty_score":0.6110622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01513820911196609,"score_gpt":0.2627066026977954,"score_spread":0.2475683935858294,"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."}}