{"id":"W1989915849","doi":"10.1007/s00249-005-0461-4","title":"Elastic vibrations in seamless microtubules","year":2005,"lang":"en","type":"article","venue":"European Biophysics Journal","topic":"Microtubule and mitosis dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":73,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Mount Sinai Hospital","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; University of Alberta; Ontario Genomics Institute; Genome Canada","keywords":"Vibration; Microtubule; Dimer; Physics; Lattice vibration; Anisotropy; Normal mode; Lattice (music); Harmonic oscillator; Classical mechanics; Phonon; Materials science; Condensed matter physics; Optics; Quantum mechanics; Acoustics; Nuclear magnetic resonance; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001931597,0.0001431151,0.0001030845,0.00006600879,0.0001144349,0.00008197916,0.0002444634,0.00004276362,0.00002051436],"category_scores_gemma":[0.00001577962,0.000138219,0.00009641731,0.00009904931,0.00004835098,0.0000111163,0.00009146942,0.0002229489,0.0001498873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002278537,"about_ca_system_score_gemma":0.00005386763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001153896,"about_ca_topic_score_gemma":0.00001578746,"domain_scores_codex":[0.9990793,0.0001272903,0.0002618674,0.000197654,0.00008991091,0.0002439538],"domain_scores_gemma":[0.9995454,0.000005799468,0.00009511484,0.0002006995,0.00005953541,0.0000934757],"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":[0.00001947298,0.0001242617,0.000611301,0.000003978017,0.00002241244,0.00001782678,0.00009330366,0.001270869,0.9855247,0.0001362829,0.001589675,0.01058599],"study_design_scores_gemma":[0.003012755,0.0006488499,0.01670379,0.0001328547,0.00005937615,0.0007897331,0.0003035383,0.001045347,0.5584531,0.0002464124,0.4174514,0.001152783],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985453,0.0004982866,0.009264848,0.0001512735,0.000160809,0.00008850159,0.00001259027,0.000009298215,0.00436146],"genre_scores_gemma":[0.994568,0.0004913323,0.002446749,0.0004090812,0.001478386,0.000002394039,0.00004184569,0.00003920857,0.000522985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4270715,"threshold_uncertainty_score":0.5636409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007568508114891266,"score_gpt":0.2231238640740241,"score_spread":0.2155553559591329,"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."}}