{"id":"W2069173266","doi":"10.1142/s0218301307006095","title":"ON THE STANDARD APPROACH TO RENORMALIZATION GROUP IMPROVEMENT","year":2007,"lang":"en","type":"article","venue":"International Journal of Modern Physics E","topic":"Quantum Chromodynamics and Particle Interactions","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Waterloo; Western University","funders":"","keywords":"Renormalization group; Massless particle; Renormalization; Physics; Context (archaeology); Loop (graph theory); Group (periodic table); Order (exchange); Particle physics; Substitution (logic); Mathematical physics; Theoretical physics; Mathematics; Combinatorics; Computer science; Quantum mechanics; Economics","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":[0.004450629,0.001391267,0.001625341,0.002290955,0.001341288,0.002493162,0.003053948,0.001950701,0.006038076],"category_scores_gemma":[0.008026359,0.0004130437,0.001454525,0.001695583,0.004802074,0.003814421,0.002919137,0.003471382,0.001801891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001858448,"about_ca_system_score_gemma":0.001148387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001178068,"about_ca_topic_score_gemma":0.001212042,"domain_scores_codex":[0.9972734,0.001224292,0.00007516622,0.0002591757,0.001048897,0.0001191108],"domain_scores_gemma":[0.9977286,0.001017485,0.0001518073,0.0006819014,0.0003728682,0.00004740247],"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":[0.00005590618,0.00003767554,0.0001116431,0.0001114917,0.00003555464,0.00003224813,0.0001143831,0.009944727,0.0006883491,0.9631374,0.00117176,0.02455883],"study_design_scores_gemma":[0.00004661702,0.00008478309,0.0001517417,0.00003960708,0.00002203333,0.00005508697,0.00001949016,0.06090459,0.0006578545,0.9279087,0.01008258,0.00002696091],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01124996,0.00328512,0.9081608,0.004892049,0.001035736,0.0001539759,0.00008910352,0.0008658963,0.07026742],"genre_scores_gemma":[0.3528087,0.00497967,0.5996836,0.003065092,0.002187023,0.0006948491,0.0001042268,0.0009887039,0.03548808],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006038076,"threshold_uncertainty_score":0.02353746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01336083640609703,"score_gpt":0.2786525759809496,"score_spread":0.2652917395748526,"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."}}