{"id":"W4255565176","doi":"10.1016/s0960-0779(04)00341-8","title":"Fractal cosmogony: similarity of the early universe to microscopic fractal aggregates","year":2005,"lang":"en","type":"article","venue":"Chaos Solitons & Fractals","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Canadian Space Agency; National Aeronautics and Space Administration","keywords":"Cosmogony; Fractal; Universe; Similarity (geometry); Theoretical physics; Physics; Scale (ratio); Astrophysics; Philosophy; Astronomy; Mathematics; Computer science; Artificial intelligence; Quantum mechanics; Mathematical analysis","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":[0.0003982947,0.0001527555,0.0003404201,0.0008688093,0.0006576166,0.001590713,0.0003615311,0.0005029886,0.001278552],"category_scores_gemma":[0.002494502,0.0001815112,0.0002678986,0.0003651388,0.002195995,0.002008397,0.0008706466,0.001062481,0.0001064577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005862994,"about_ca_system_score_gemma":0.0004763603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006396921,"about_ca_topic_score_gemma":0.0003477792,"domain_scores_codex":[0.9998825,0.00003778127,0.000004751968,0.00001931249,0.00004136454,0.00001433847],"domain_scores_gemma":[0.9992948,0.0001617879,0.0001283235,0.0001296236,0.0001014294,0.0001841419],"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":[0.00001648106,0.00001440216,0.00076303,0.00002580015,0.000006875642,0.00009309882,0.0002229588,0.001872549,0.001185203,0.9917809,0.0008376898,0.003181033],"study_design_scores_gemma":[0.00001790748,0.000018464,0.002693155,0.00001033139,0.000004493205,0.0002604101,0.0001081419,0.0164732,0.0003164734,0.9768165,0.003266925,0.0000140192],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8179927,0.003263396,0.08828741,0.004822812,0.000389668,0.0000767524,0.0002740655,0.0003678822,0.08452529],"genre_scores_gemma":[0.9905651,0.0006714797,0.00529142,0.0001942079,0.000255679,0.00002227414,0.00007105939,0.00002920385,0.002899715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001590713,"threshold_uncertainty_score":0.00427717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01287457632740112,"score_gpt":0.260768922392903,"score_spread":0.2478943460655019,"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."}}