{"id":"W3032187948","doi":"10.1101/2020.05.28.121749","title":"Multifractality Nature of Microtubule Dynamic Instability Process","year":2020,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Complex Systems and Time Series Analysis","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; MacEwan University","funders":"Allard Foundation; Natural Sciences and Engineering Research Council of Canada; MacEwan University","keywords":"Multifractal system; Statistical physics; Microtubule; Instability; Representation (politics); Biological system; Series (stratigraphy); Microtubule polymerization; Physics; Mathematics; Tubulin; Fractal; Mathematical analysis; Mechanics; Geology; Biology","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":[0.0005189899,0.0001570192,0.0001948854,0.001109622,0.0002183047,0.0003917328,0.0002138935,0.0002690189,0.0006907422],"category_scores_gemma":[0.003290275,0.00009428622,0.0002473552,0.0004612938,0.000439069,0.00056349,0.0001955415,0.0002780368,0.00007175721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004397937,"about_ca_system_score_gemma":0.0001731778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001233242,"about_ca_topic_score_gemma":0.0007243745,"domain_scores_codex":[0.9997913,0.00004539677,0.00001305346,0.00005612954,0.00006966832,0.00002428214],"domain_scores_gemma":[0.9985311,0.0006065882,0.0004478751,0.0001260608,0.0002267088,0.00006153308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002949729,0.0002190654,0.09823283,0.0002920433,0.0002007788,0.001203647,0.0008107891,0.443704,0.2547077,0.1278301,0.001669765,0.07083429],"study_design_scores_gemma":[0.000004173387,0.00003094173,0.04101974,0.000007762649,0.000009600422,0.0001731653,0.00002963409,0.9464622,0.004774298,0.00711095,0.0003565814,0.0000210094],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9158261,0.000298806,0.08215217,0.000176268,0.00001195795,0.00002188511,0.000197986,0.0001055542,0.001209238],"genre_scores_gemma":[0.9973289,0.00004202562,0.002399379,0.000004786195,0.000006955623,0.000007566159,0.00006441314,0.000005359176,0.0001406993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001233242,"threshold_uncertainty_score":0.003190935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01666347900942935,"score_gpt":0.221532582296487,"score_spread":0.2048691032870577,"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."}}