{"id":"W3021223889","doi":"10.1007/978-3-030-45385-5_7","title":"Coupled Electro-mechanical Behavior of Microtubules","year":2020,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Advanced Materials and Mechanics","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Microtubule; Displacement (psychology); Piezoelectricity; Mechanics; Materials science; Finite element method; Cell mechanics; Electric potential; Physics; Voltage; Chemistry; Composite material; Cytoskeleton","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":[0.000090446,0.0002266914,0.0002548276,0.0003296093,0.0003354793,0.0006251578,0.000716358,0.0006484536,0.004837589],"category_scores_gemma":[0.0004467285,0.0002985459,0.0002805606,0.0002212212,0.000541384,0.0007554351,0.0006168364,0.0004054667,0.0005639991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004136364,"about_ca_system_score_gemma":0.0001865284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006087228,"about_ca_topic_score_gemma":0.0006675607,"domain_scores_codex":[0.9999388,0.00001299472,0.000002223567,0.00001396944,0.00002400109,0.000007951154],"domain_scores_gemma":[0.9999015,0.00004000797,0.00001202863,0.00001067349,0.0000141666,0.00002150026],"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":[0.0001924529,0.0001343542,0.0006987716,0.0002974578,0.000126779,0.0008335972,0.0006276553,0.1953609,0.1874517,0.5759726,0.005828664,0.03247511],"study_design_scores_gemma":[0.00004247745,0.0001065225,0.00336605,0.00005841118,0.00003150368,0.0004947339,0.0002164214,0.6954371,0.01118519,0.2800604,0.008936744,0.00006437448],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6779361,0.004114545,0.1241886,0.00152762,0.0005150815,0.00006514072,0.0002914282,0.0004266133,0.1909349],"genre_scores_gemma":[0.9597553,0.001075327,0.00505659,0.00014118,0.00005729539,0.00003653155,0.00008128202,0.00006865703,0.03372779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004837589,"threshold_uncertainty_score":0.01618338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01065817883116981,"score_gpt":0.2200440765294992,"score_spread":0.2093858976983294,"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."}}