{"id":"W3129751819","doi":"","title":"Selection of Top-Like Events in the Dilepton and Lepton-plus-Jets Channels in Early 7 TeV Data","year":2010,"lang":"en","type":"article","venue":"VUBIR (Vrije Universiteit Brussel)","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Particle Physics","funders":"","keywords":"Selection (genetic algorithm); Lepton; Physics; Particle physics; Nuclear physics; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001345543,0.0007634647,0.0008937977,0.003031119,0.0005819249,0.001980388,0.0006451037,0.0007222783,0.003076104],"category_scores_gemma":[0.001177518,0.0003687079,0.0009262463,0.00157849,0.0002904476,0.00044803,0.0008324621,0.0004662402,0.0008034082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003771877,"about_ca_system_score_gemma":0.0003104414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002084371,"about_ca_topic_score_gemma":0.004966499,"domain_scores_codex":[0.9991033,0.0001872109,0.0000617153,0.0002425457,0.0001148409,0.0002905082],"domain_scores_gemma":[0.9980323,0.0006860817,0.0002868246,0.0002928697,0.0001625283,0.0005394554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009974655,0.0005394237,0.7546659,0.0003701235,0.0005885927,0.008278653,0.0006496563,0.002459178,0.1785487,0.003184856,0.003841888,0.03689852],"study_design_scores_gemma":[0.0003100305,0.0001977219,0.9440288,0.00007143368,0.0004773272,0.003841959,0.0004219707,0.008443851,0.03549583,0.001449204,0.005166505,0.00009533347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901991,0.0003266879,0.001925902,0.00006606244,0.0000218005,0.00002671943,0.004393914,0.000147568,0.002892237],"genre_scores_gemma":[0.9901883,0.00009753127,0.001239548,0.0000506767,0.0000260627,0.00001798372,0.007404298,0.00008959059,0.0008860512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003076104,"threshold_uncertainty_score":0.01029062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01221617968129829,"score_gpt":0.2435464210722668,"score_spread":0.2313302413909685,"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."}}