{"id":"W2159878388","doi":"10.1109/ccece.1999.808052","title":"Computational aspects of DNA multifractal analysis","year":2003,"lang":"en","type":"article","venue":"","topic":"Fractal and DNA sequence analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Multifractal system; Scaling; Attractor; Statistical physics; Range (aeronautics); Dimension (graph theory); Multiplier (economics); Fractal dimension; Mathematics; Sequence (biology); Fractal; Algorithm; Computer science; Physics; Combinatorics; Biology; Mathematical analysis; Geometry; Materials science; Genetics","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":[0.00007609517,0.00006966085,0.0001272547,0.00007937142,0.00002557603,0.000006299931,0.00006368172,0.00005151393,0.0003052655],"category_scores_gemma":[0.00006035826,0.00005946969,0.0001952559,0.0003250648,0.00004811308,0.000002437534,0.00001483277,0.00002377766,0.00001290984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003958104,"about_ca_system_score_gemma":0.00003754953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004898518,"about_ca_topic_score_gemma":0.00006875121,"domain_scores_codex":[0.9994494,0.0000281544,0.0001467407,0.00017183,0.0001087678,0.00009512594],"domain_scores_gemma":[0.999657,0.00001034702,0.00005775566,0.0001465459,0.00008554274,0.00004274931],"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":[0.00003632788,0.0003179914,0.0442824,0.00001234136,0.002555984,0.000007397218,0.00004202242,0.03508959,0.8981478,0.01662611,0.000521052,0.002361028],"study_design_scores_gemma":[0.0004528661,0.0001633187,0.01164242,0.000002133115,0.0005182616,0.00000746767,0.0001556187,0.006601465,0.9720654,0.003363977,0.004750657,0.0002763997],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9524515,0.00009861623,0.01466684,0.00004046013,0.0000158515,0.00002868271,0.000007078621,0.000004787545,0.03268622],"genre_scores_gemma":[0.996603,0.000011371,0.002630169,0.0001088618,0.00001481794,0.000001783039,0.0001269403,0.000003984704,0.0004990803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07391765,"threshold_uncertainty_score":0.3342443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006935773115008864,"score_gpt":0.2431400859401389,"score_spread":0.23620431282513,"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."}}