{"id":"W2061628322","doi":"10.1029/2012eo040007","title":"Benoit B. Mandelbrot (1924–2010)","year":2012,"lang":"en","type":"article","venue":"Eos","topic":"Complex Systems and Time Series Analysis","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Mandelbrot set; Fractal; Fractal dimension; Mathematics; Fractal dimension on networks; Self-similarity; Fractal analysis; Scaling; Statistical physics; Geometry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009384875,0.0009141802,0.0006730738,0.001437796,0.001929229,0.002402343,0.0005172377,0.002611908,0.05424602],"category_scores_gemma":[0.002770701,0.0003559958,0.0003653858,0.001128729,0.001183524,0.002708502,0.001245005,0.002589785,0.02508721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003759721,"about_ca_system_score_gemma":0.001978104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01274278,"about_ca_topic_score_gemma":0.01800262,"domain_scores_codex":[0.9990892,0.00009018617,0.00004968797,0.0003625215,0.0003254715,0.00008290294],"domain_scores_gemma":[0.999411,0.0001246554,0.00007872757,0.00002730935,0.0002366536,0.000121753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007070597,0.00002722045,0.0005750753,0.000231922,0.000009777249,0.0002500479,0.0003240054,0.0001277813,0.0004019481,0.06094803,0.7990321,0.1380014],"study_design_scores_gemma":[0.000002175386,0.000007384108,0.0002984739,0.00008017098,0.000001762215,0.0001670228,0.00002025276,0.00002801025,0.0001334101,0.002338149,0.9969176,0.000005553019],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.003853498,0.4364899,0.003913398,0.1289003,0.07231008,0.00008075771,0.001678135,0.0003148833,0.352459],"genre_scores_gemma":[0.04450888,0.1221478,0.003877142,0.02623043,0.02124545,0.0001050176,0.0006815204,0.0003361054,0.7808677],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05424602,"threshold_uncertainty_score":0.181471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05362972569033121,"score_gpt":0.2053564592933926,"score_spread":0.1517267336030613,"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."}}