{"id":"W1982404313","doi":"10.1007/s10955-012-0464-3","title":"Geometric Exponents of Dilute Loop Models","year":2012,"lang":"en","type":"article","venue":"Journal of Statistical Physics","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Monte Carlo method; Mathematics; Conformal map; Lattice (music); Exponent; Conformal field theory; Bar (unit); Perimeter; Physics; Geometry; Statistical physics; Combinatorics; Mathematical analysis; Statistics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001605081,0.0001230005,0.0003195085,0.00005030076,0.00003485986,0.0000140546,0.0001563106,0.00002034707,0.0001543079],"category_scores_gemma":[0.00001705674,0.00009844789,0.0001440513,0.0002671191,0.0001174325,0.000363624,0.00004874012,0.0002056353,0.0000237369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001648665,"about_ca_system_score_gemma":0.0000460072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006184983,"about_ca_topic_score_gemma":5.576538e-9,"domain_scores_codex":[0.9987543,0.00004507919,0.0004575968,0.00007004887,0.0004303502,0.000242609],"domain_scores_gemma":[0.998691,0.0004143418,0.0003377718,0.00009412246,0.0002561292,0.0002065844],"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":[0.00004042467,0.0006975596,0.001842552,0.00001553718,0.0001058287,8.658683e-7,0.00008372436,0.002334511,0.0002349476,0.9605827,0.0005356506,0.03352567],"study_design_scores_gemma":[0.0004684749,0.0001120912,0.00345004,0.00002418924,0.00008775605,0.000001754812,0.00006145056,0.003174654,0.001582174,0.990845,0.00007075676,0.0001217083],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1225695,0.0000521405,0.8741069,0.00002167,0.0001849806,0.0000397338,0.0001100647,0.000003018974,0.002911986],"genre_scores_gemma":[0.9887284,0.000002009672,0.01028059,0.00002455214,0.0009067501,0.000001038918,0.00001254947,0.00001396313,0.00003015893],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8661588,"threshold_uncertainty_score":0.4014589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01920053668447169,"score_gpt":0.26097495249592,"score_spread":0.2417744158114483,"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."}}