{"id":"W1622774829","doi":"10.1017/cbo9780511755521","title":"A Modern Approach to Critical Phenomena","year":2007,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Critical dimension; Renormalization group; Duality (order theory); Physics; Superconductivity; Gauge theory; Dimension (graph theory); Mathematical physics; Critical phenomena; Phase transition; Bibliography; Quantum mechanics; Theoretical physics; Mathematics; Combinatorics; Computer science","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":[0.000439064,0.000889601,0.0006102115,0.001757242,0.001724729,0.003724395,0.001162317,0.001756086,0.0177693],"category_scores_gemma":[0.001146275,0.0003333506,0.0005621827,0.001361707,0.003998037,0.005122876,0.001778066,0.004309901,0.00508894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002596243,"about_ca_system_score_gemma":0.001542168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001318853,"about_ca_topic_score_gemma":0.001772207,"domain_scores_codex":[0.9995146,0.0000947938,0.00001573287,0.00007766792,0.0002486675,0.00004851397],"domain_scores_gemma":[0.9996599,0.0001681841,0.0000235745,0.00004622121,0.00007266849,0.00002943418],"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":[0.000002410111,0.000008481375,0.00002459641,0.00008911308,0.000003856099,0.00003227379,0.0002497196,0.00028042,0.0001267071,0.9256696,0.0566457,0.01686717],"study_design_scores_gemma":[0.000002282019,0.000007357736,0.00006971777,0.0001154637,0.00000234079,0.0001125767,0.00006689421,0.0004380718,0.00006135655,0.3976466,0.6014721,0.000005264713],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001404765,0.1391218,0.02741265,0.01923771,0.004771063,0.00005773152,0.0001569284,0.0003130777,0.8075243],"genre_scores_gemma":[0.08393107,0.1958268,0.03778126,0.01650526,0.01385157,0.000328777,0.0003336607,0.0004405472,0.651001],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0177693,"threshold_uncertainty_score":0.05944425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.014372845325417,"score_gpt":0.2098180080274772,"score_spread":0.1954451627020602,"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."}}