{"id":"W2917506019","doi":"10.21468/scipostphysproc.1.034","title":"Experimental input from $e^+e^-$ machines to hadronic contribution to muon (g-2)","year":2019,"lang":"en","type":"article","venue":"SciPost Physics Proceedings","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Russian Foundation for Basic Research","keywords":"Muon; Hadron; Algorithm; Physics; Database; Computer science; Nuclear physics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007188409,0.000296354,0.0003374223,0.00002221877,0.0001912296,0.0001379982,0.0002738799,0.00002855615,0.0003390937],"category_scores_gemma":[0.00000543232,0.0002734609,0.0001225238,0.0003453173,0.00006126982,0.000326299,0.000396834,0.0001340921,0.002934982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009599948,"about_ca_system_score_gemma":0.00001369475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000237339,"about_ca_topic_score_gemma":2.306364e-7,"domain_scores_codex":[0.9983848,0.000007943171,0.0002320999,0.0005376601,0.000303513,0.0005340302],"domain_scores_gemma":[0.9993325,0.00002804001,0.00006442048,0.0001598605,0.0001305525,0.000284616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001063778,0.0002789169,0.02408752,0.000003805448,0.00007077562,1.455561e-7,0.001643607,0.00002240641,0.7563043,0.2150088,0.0004529315,0.002020494],"study_design_scores_gemma":[0.000592627,0.0002616223,0.00108539,0.00004448837,0.00001839077,1.071764e-7,0.0006389628,0.0004584529,0.9518684,0.04341874,0.001234716,0.000378083],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989814,0.00004384304,0.0005697036,0.0005182175,0.0002752775,0.0006200998,0.00008056984,0.00008185333,0.007996396],"genre_scores_gemma":[0.9983625,2.027429e-7,0.0002559723,0.0003263711,0.0007120356,0.000150383,0.00004082498,0.00003468553,0.0001170651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1955642,"threshold_uncertainty_score":0.9999717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006810644751655667,"score_gpt":0.2583597961526556,"score_spread":0.251549151401,"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."}}