{"id":"W4256215756","doi":"10.1007/978-3-642-21866-8_22","title":"Renormalization Group","year":2011,"lang":"en","type":"book-chapter","venue":"Universitext","topic":"Spectral Theory in Mathematical Physics","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of British Columbia","funders":"","keywords":"Renormalization group; Physics; Renormalization; Quantum; Group (periodic table); Mathematical physics; Functional renormalization group; Mathematics; Quantum mechanics; Quantum electrodynamics; Statistical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002391671,0.0008635618,0.0005583692,0.001230462,0.00125913,0.001823657,0.0006360542,0.000937977,0.04488834],"category_scores_gemma":[0.0005330199,0.0002518921,0.0002702307,0.0009563823,0.00168207,0.002896814,0.001082163,0.002058922,0.01875634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001462957,"about_ca_system_score_gemma":0.0006450631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007278898,"about_ca_topic_score_gemma":0.00102925,"domain_scores_codex":[0.9998143,0.00004195018,0.000004724528,0.00003602927,0.0000880058,0.00001496736],"domain_scores_gemma":[0.9999057,0.00001949848,0.00000758173,0.00003098018,0.00002550461,0.00001071045],"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":[0.000003297818,0.000009188457,0.00001811881,0.00003274276,0.000002338641,0.00001210103,0.0001072993,0.0001013572,0.0002686974,0.9383854,0.03834614,0.02271337],"study_design_scores_gemma":[0.000003917128,0.000005717494,0.0001346409,0.00003619524,0.000003329011,0.00008560026,0.00003624706,0.0003650904,0.0003187247,0.5781662,0.4208387,0.000005544482],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.001873491,0.005645059,0.01004909,0.002720136,0.001125333,0.00001513237,0.0001413781,0.0002640039,0.9781663],"genre_scores_gemma":[0.05006933,0.00510096,0.004920248,0.0007537843,0.001384912,0.00007267758,0.0002545181,0.0002945984,0.9371489],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04488834,"threshold_uncertainty_score":0.1501665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05795845384901816,"score_gpt":0.2468864246023336,"score_spread":0.1889279707533154,"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."}}