{"id":"W2089565087","doi":"10.1140/epje/i2004-10102-5","title":"Anisotropic elastic properties of microtubules","year":2005,"lang":"en","type":"article","venue":"The European Physical Journal E","topic":"Microtubule and mitosis dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":127,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; Lunenfeld-Tanenbaum Research Institute; University of Alberta","funders":"","keywords":"Anisotropy; Microtubule; Shearing (physics); Elastic modulus; Materials science; Moduli; Physics; Classical mechanics; Composite material; Optics","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":[0.0001604559,0.0001052789,0.00010668,0.00001532469,0.00009790566,0.00002568108,0.0003251112,0.00001716235,0.000003104789],"category_scores_gemma":[0.00002888664,0.00006209533,0.0001252317,0.00003666818,0.0001256443,0.000004365622,0.0001148278,0.0001516681,0.00005178506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006851395,"about_ca_system_score_gemma":0.00002543951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.87469e-7,"about_ca_topic_score_gemma":0.000001442951,"domain_scores_codex":[0.9992681,0.000197184,0.0001722755,0.0001080401,0.00009657769,0.0001577827],"domain_scores_gemma":[0.9995648,0.000005798408,0.0001033143,0.0002094081,0.00006502985,0.00005168373],"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":[0.00003242371,0.00009342901,0.00002455468,0.000006585177,0.00004228389,0.000001770946,0.0001340068,0.0002224607,0.9832844,0.00008025576,0.001481699,0.01459613],"study_design_scores_gemma":[0.0006009267,0.0003496795,0.0012663,0.00006360445,0.00006349553,0.0002198296,0.00009749156,0.0001490607,0.9513429,0.000226078,0.04541273,0.0002079285],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936511,0.000701068,0.000518564,0.0002387049,0.00005838243,0.00005818841,0.000002960058,0.00000537176,0.004765687],"genre_scores_gemma":[0.9967428,0.0002009412,0.0001753217,0.0001509947,0.002271157,6.835926e-7,0.000002231115,0.0000240974,0.0004317023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04393103,"threshold_uncertainty_score":0.2532174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009521188440708098,"score_gpt":0.2153507499697506,"score_spread":0.2058295615290425,"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."}}