{"id":"W2886786342","doi":"10.1098/rspa.2018.0549","title":"Self-avoiding walk, spin systems and renormalization","year":2019,"lang":"en","type":"article","venue":"Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences","topic":"Algebraic structures and combinatorial models","field":"Mathematics","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Renormalization; Renormalization group; Lattice (music); Spin (aerodynamics); Critical phenomena; Mathematical model","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002162997,0.0003930988,0.000422957,0.0008998369,0.000808245,0.001496828,0.0006394339,0.001120105,0.002418295],"category_scores_gemma":[0.0008967197,0.0001915388,0.000330449,0.0007949038,0.002092788,0.001837072,0.0007909084,0.000667987,0.0003403205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000482127,"about_ca_system_score_gemma":0.0004862941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004298661,"about_ca_topic_score_gemma":0.0009193671,"domain_scores_codex":[0.9998486,0.00005106287,0.000007140148,0.0000197099,0.00005957309,0.00001385049],"domain_scores_gemma":[0.9996912,0.00009948311,0.000101017,0.00003680289,0.0000249536,0.00004652596],"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":[0.00000784379,0.00001988671,0.0002404143,0.00005123645,0.000009531886,0.0001073109,0.00007258295,0.003150639,0.001283945,0.9903645,0.0008767187,0.003815465],"study_design_scores_gemma":[0.000007093502,0.0000125488,0.0002696648,0.00000822641,0.000003708534,0.000135626,0.00003720431,0.0127048,0.0001685168,0.9843252,0.00232102,0.000006324779],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6538982,0.0159787,0.168736,0.005582648,0.0009047064,0.0001442445,0.0002828338,0.0004235636,0.1540491],"genre_scores_gemma":[0.969145,0.003589032,0.01600549,0.0002469773,0.0004271771,0.00006816562,0.0001231395,0.0000365887,0.01035836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002418295,"threshold_uncertainty_score":0.008090079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009596264656902066,"score_gpt":0.2249208227523826,"score_spread":0.2153245580954806,"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."}}