{"id":"W4224215410","doi":"10.1007/jhep04(2022)129","title":"Systematically testing singlet models for (g − 2)μ","year":2022,"lang":"en","type":"article","venue":"Journal of High Energy Physics","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Perimeter Institute","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Colleges and Universities; Government of Canada; Innovation, Science and Economic Development Canada; Institut Périmètre de physique théorique; Alfred P. Sloan Foundation; High Energy Physics; U.S. Department of Energy","keywords":"Physics; Muon; Particle physics; Muon collider; Collider; Large Hadron Collider; Nuclear physics; Standard Model (mathematical formulation); Physics beyond the Standard Model; Anomaly (physics); Unitarity; Lepton; Scale (ratio); Particle accelerator; Electron; Beam (structure)","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":[0.001337453,0.0006782661,0.0006508528,0.0009978808,0.0009089265,0.001236832,0.0009822162,0.0008143274,0.006429589],"category_scores_gemma":[0.005500257,0.000259768,0.000625134,0.0007461061,0.0008542996,0.001810552,0.0009272723,0.0006788103,0.000506159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006169759,"about_ca_system_score_gemma":0.0006763503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001986679,"about_ca_topic_score_gemma":0.002857902,"domain_scores_codex":[0.9995586,0.0001513464,0.00001384758,0.00008131724,0.0001089742,0.00008581731],"domain_scores_gemma":[0.9955923,0.002465923,0.0006959988,0.0006894131,0.0003276891,0.0002287207],"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":[0.0009026385,0.0005402674,0.04744843,0.0005157657,0.0002039898,0.00208874,0.00104754,0.04643869,0.04207484,0.8035569,0.006558089,0.04862416],"study_design_scores_gemma":[0.0001863678,0.0006677163,0.00649707,0.00006602541,0.0001799851,0.0007955349,0.001105838,0.3538407,0.0181518,0.6114331,0.007001435,0.00007443981],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9541506,0.0002646839,0.02426864,0.0006579473,0.00004203167,0.0000272286,0.0002505312,0.0002485623,0.02008972],"genre_scores_gemma":[0.9960648,0.00008301251,0.002953675,0.00008334592,0.00001844915,0.00001098556,0.0001397488,0.00002889476,0.0006170449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006429589,"threshold_uncertainty_score":0.02150911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02695317191215323,"score_gpt":0.245582699626325,"score_spread":0.2186295277141718,"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."}}