{"id":"W3110939502","doi":"10.1137/20m1386438","title":"Chaos Game Representation","year":2023,"lang":"en","type":"article","venue":"SIAM Review","topic":"Fractal and DNA sequence analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Western University","keywords":"Representation (politics); CHAOS (operating system); Construct (python library); Theoretical computer science; Encyclopedia; Computer science; Mathematics; Algorithm; Artificial intelligence","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":[0.0006180957,0.0006534477,0.0005255365,0.000728439,0.000939352,0.002217211,0.0009928207,0.001208985,0.02244062],"category_scores_gemma":[0.002738278,0.0002191119,0.0007977813,0.0006029371,0.001361962,0.002441158,0.001479941,0.001714595,0.002685588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00145572,"about_ca_system_score_gemma":0.001052246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002249267,"about_ca_topic_score_gemma":0.001609285,"domain_scores_codex":[0.9994032,0.0001765664,0.00003548072,0.0001181125,0.000172885,0.00009371776],"domain_scores_gemma":[0.999427,0.0002399705,0.00005101924,0.00008270445,0.0001273096,0.00007206513],"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":[0.00001598059,0.00001458409,0.00008124133,0.00003291337,0.000007063511,0.00004832773,0.00008010295,0.01052225,0.0006399674,0.9721315,0.004862474,0.01156359],"study_design_scores_gemma":[0.00002816826,0.00003480611,0.00009794748,0.00003434894,0.00001183693,0.0001251699,0.00006989104,0.1335244,0.0008596585,0.8172145,0.04797603,0.00002315372],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01779456,0.000747829,0.8251963,0.003064822,0.0004581505,0.000258637,0.0007461669,0.0007089805,0.1510246],"genre_scores_gemma":[0.6190816,0.00168141,0.2693141,0.0009955288,0.0004065551,0.0007758023,0.001396447,0.0004514835,0.105897],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02244062,"threshold_uncertainty_score":0.07507133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0261659802255938,"score_gpt":0.3347576839542484,"score_spread":0.3085917037286546,"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."}}