{"id":"W1725235445","doi":"10.1090/crmp/031/14","title":"Ising model scaling functions at short distance","year":2002,"lang":"en","type":"book-chapter","venue":"CRM proceedings & lecture notes","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Ising model; Scaling; Statistical physics; Square-lattice Ising model; Computer science; Physics; Mathematics; Geometry","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"],"consensus_categories":[],"category_scores_codex":[0.00004028328,0.0004641506,0.00037695,0.00005909228,0.0003818387,0.0001332763,0.0001888737,0.0001773405,0.0005306207],"category_scores_gemma":[0.000007652002,0.0004274309,0.0002869521,0.00005555425,0.0001402025,0.0001137439,0.0001130622,0.0005641896,0.0001458728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008599611,"about_ca_system_score_gemma":0.00003008047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001656543,"about_ca_topic_score_gemma":2.065621e-7,"domain_scores_codex":[0.9985227,0.000001436502,0.000288512,0.0005508478,0.0003174013,0.0003191101],"domain_scores_gemma":[0.9993021,0.00007982155,0.000133153,0.0001110593,0.0002472417,0.0001266309],"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":[0.00001593229,0.00002306576,0.000072919,0.00003270507,0.00008488216,4.257613e-7,0.0001689138,0.004715966,0.0003123548,0.9791427,0.000145743,0.01528436],"study_design_scores_gemma":[0.00008570181,0.0000185916,0.00000534693,0.000153981,0.0001444605,0.00000164803,0.000006113904,0.02706144,0.0008145047,0.9660527,0.005171687,0.0004838112],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001111381,0.0001723938,0.2879638,0.0002133794,0.0001116138,0.0001582824,0.0001140279,0.00009960762,0.7100555],"genre_scores_gemma":[0.9889761,0.000003624924,0.0002276539,0.000120976,0.001558775,0.00001588091,0.0001650904,0.00009626312,0.008835634],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9878647,"threshold_uncertainty_score":0.9998177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01446675972125309,"score_gpt":0.2137618405825069,"score_spread":0.1992950808612538,"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."}}