{"id":"W1974999638","doi":"10.1016/j.physa.2014.01.022","title":"Multifractality attributed to dual central limit-like convergence effects","year":2014,"lang":"en","type":"article","venue":"Physica A Statistical Mechanics and its Applications","topic":"Complex Systems and Time Series Analysis","field":"Economics, Econometrics and Finance","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Multifractal system; Mathematics; Statistical physics; Fractal; Gaussian; Poisson distribution; Compound Poisson distribution; Central limit theorem; Fractal dimension; Independent and identically distributed random variables; Large deviations theory; Mathematical analysis; Random variable; Statistics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002059048,0.0001720494,0.0004448059,0.00006385774,0.0002194606,0.00007831396,0.0001411274,0.00005142921,0.0001723602],"category_scores_gemma":[0.0002307424,0.0001892044,0.00007010014,0.000333771,0.00001674036,0.00007984374,0.0001118214,0.0001037301,0.0005662299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000378417,"about_ca_system_score_gemma":0.000008664523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002190697,"about_ca_topic_score_gemma":0.00003781412,"domain_scores_codex":[0.9985673,0.00002703448,0.0004386812,0.0005528108,0.00006060551,0.0003535197],"domain_scores_gemma":[0.9987583,0.0003613424,0.0001543861,0.0003414269,0.00006798637,0.0003165211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000006047454,0.0001132038,0.00006281298,0.00004968307,0.00004779188,3.369182e-7,0.00006357403,0.00002540049,0.0002997688,0.9960473,0.00046533,0.002818768],"study_design_scores_gemma":[0.0004646217,0.0001891299,0.007707166,0.00001419174,0.00005737007,0.000001653089,0.00003390399,0.5661548,0.0001378362,0.2131101,0.2116173,0.0005119209],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005881898,0.0001172044,0.9910489,0.0006548243,0.0001153507,0.0005891184,0.001095375,0.00004836416,0.0004489809],"genre_scores_gemma":[0.9956672,0.00003179829,0.003356489,0.000299033,0.0001144869,0.0002872424,0.00009449695,0.00001996018,0.0001292968],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9897853,"threshold_uncertainty_score":0.7715532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02004794829654205,"score_gpt":0.2319603607575629,"score_spread":0.2119124124610209,"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."}}