{"id":"W2025229568","doi":"10.1103/physrevd.80.012002","title":"Search for standard model Higgs boson production in association with a<mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" display=\"inline\"><mml:mi>W</mml:mi></mml:math>boson using a neural network discriminant at CDF","year":2009,"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":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Fermilab; Science and Technology Facilities Council; Istituto Nazionale di Fisica Nucleare; Ministerio de Ciencia e Innovación; Bundesministerium für Bildung und Forschung; Russian Foundation for Basic Research; Academy of Finland; Natural Sciences and Engineering Research Council of Canada; Alfred P. Sloan Foundation; National Science Council; Centre National de la Recherche Scientifique; National Science Foundation; Royal Society; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; U.S. Department of Energy; Ministry of Education, Culture, Sports, Science and Technology","keywords":"Higgs boson; Particle physics; Physics; Standard Model (mathematical formulation); Luminosity; Branching fraction; Boson; Nuclear physics; Physics beyond the Standard Model; Lepton; Algorithm; Astrophysics; Computer science; Electron","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":[0.0004327082,0.0006701126,0.0003822562,0.001122339,0.0005126264,0.0006708577,0.0006239375,0.0007051229,0.002093204],"category_scores_gemma":[0.0006314083,0.000219849,0.0004551007,0.001039401,0.000204062,0.0003411126,0.0004887489,0.0002199182,0.0003529425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007693821,"about_ca_system_score_gemma":0.0006695285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008664879,"about_ca_topic_score_gemma":0.01273574,"domain_scores_codex":[0.9998183,0.00002543805,0.000007566938,0.00005051537,0.00004549126,0.00005279757],"domain_scores_gemma":[0.9997293,0.0001248438,0.00006267868,0.00001346021,0.00002919328,0.00004043171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00384649,0.001277939,0.7023499,0.0002439597,0.0005822981,0.004611084,0.0001517155,0.05571153,0.1597544,0.003957735,0.003442727,0.06407019],"study_design_scores_gemma":[0.0005279907,0.001270593,0.3022754,0.00002688397,0.0004540052,0.001789383,0.0003785522,0.5539973,0.1338672,0.003424259,0.001873061,0.0001153409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930614,0.00007292895,0.004109221,0.0001045903,0.000005776022,0.00001763306,0.0005821791,0.0001056593,0.001940634],"genre_scores_gemma":[0.9940733,0.00005105848,0.003882887,0.00002887647,0.000007518338,0.00001075602,0.0009560022,0.000009664156,0.0009799142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008664879,"threshold_uncertainty_score":0.0172289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02301635542495338,"score_gpt":0.3148100133969419,"score_spread":0.2917936579719885,"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."}}