{"id":"W2116802570","doi":"10.1109/ccece.1998.682762","title":"Characterizing behaviour of birth/death processes using fractal measures","year":2002,"lang":"en","type":"article","venue":"","topic":"Cellular Automata and Applications","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Hausdorff dimension; Fractal; Fractal dimension; Cellular automaton; Entropy (arrow of time); Mathematics; Automaton; Dimension (graph theory); Fractal dimension on networks; Fractal analysis; Statistical physics; Theoretical computer science; Computer science; Algorithm; Pure mathematics; Mathematical analysis; 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":[0.0000618476,0.00007478424,0.00009796798,0.00006094831,0.00008055561,0.00007129841,0.000390445,0.00002795875,0.00008432578],"category_scores_gemma":[0.00001540348,0.00006604187,0.00003308005,0.0003077125,0.00001736772,0.0003767536,0.00009055686,0.00004640428,0.00002648678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009937123,"about_ca_system_score_gemma":0.00002354214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000048989,"about_ca_topic_score_gemma":0.000003628632,"domain_scores_codex":[0.9993285,0.000009995105,0.0001606956,0.0001869492,0.0001798987,0.0001339584],"domain_scores_gemma":[0.9994701,0.0000209153,0.00008054736,0.0003027095,0.00008194097,0.0000438377],"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":[0.000002319405,0.001042063,0.04727038,0.0002015775,0.00004468353,0.00002234691,0.003882137,0.00006887821,0.8295296,0.03761869,0.0003557506,0.07996157],"study_design_scores_gemma":[0.0004580937,0.00008525283,0.03783584,0.00009748948,0.00003553837,0.0001384656,0.0001248547,0.344923,0.6040698,0.0007246985,0.01082441,0.0006825741],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6276635,0.0001677002,0.3689071,0.0002279986,0.00003505906,0.00009964772,0.000003523991,0.000175825,0.002719633],"genre_scores_gemma":[0.9789249,0.0000169347,0.02071234,0.00006325587,0.00002199001,0.000006227244,0.000001176712,0.000005598897,0.0002475177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3512614,"threshold_uncertainty_score":0.269311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05873960799223538,"score_gpt":0.2607834637644074,"score_spread":0.202043855772172,"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."}}