{"id":"W2081101117","doi":"10.1109/coginf.2006.365697","title":"A Relative Fractal Dimension Spectrum as a Complexity Measure","year":2006,"lang":"en","type":"article","venue":"","topic":"Fractal and DNA sequence analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Measure (data warehouse); Dimension (graph theory); Fractal dimension; Spectrum (functional analysis); Fractal; Mathematics; Combinatorics; Discrete mathematics; Computer science; Physics; Mathematical analysis; Data mining; Quantum mechanics","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":[0.00005907216,0.0001168567,0.0001121714,0.00002882333,0.00008531652,0.00001691838,0.00008056395,0.0001013439,0.0002490253],"category_scores_gemma":[0.00002899705,0.00009380532,0.0001115487,0.0001036591,0.00009362918,0.000006330864,0.00005601921,0.00007402193,0.000125834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001309129,"about_ca_system_score_gemma":0.00003211748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001483239,"about_ca_topic_score_gemma":0.001028606,"domain_scores_codex":[0.9992496,0.00003235722,0.0001312823,0.0002688392,0.0001421224,0.000175772],"domain_scores_gemma":[0.9996483,0.000005647643,0.00004931567,0.0002034674,0.00004582904,0.00004747259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007499515,0.0001045207,0.00378305,0.000002432113,0.00005916441,0.00001390074,0.00001105204,0.00004114678,0.9862686,0.006561461,0.00282377,0.0002558858],"study_design_scores_gemma":[0.0005400405,0.0004116605,0.01006563,0.00001051869,0.00006122388,0.000046917,0.00006877254,0.0003972219,0.9339849,0.03762125,0.01638661,0.0004052225],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9513907,0.0002012721,0.001470895,0.0008791321,0.00003169408,0.00006845668,0.000008702242,0.00001945944,0.04592967],"genre_scores_gemma":[0.993601,0.000008097808,0.0008827049,0.0003598647,0.0001486005,0.000002568536,0.000185065,0.00000917273,0.004802926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05228369,"threshold_uncertainty_score":0.382527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01143427676394721,"score_gpt":0.2368346875895068,"score_spread":0.2254004108255596,"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."}}