{"id":"W1985936776","doi":"10.1103/physreve.67.011901","title":"Relationship between the nonlinear ferroelectric and liquid crystal models for microtubules","year":2003,"lang":"en","type":"article","venue":"Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics","topic":"Microtubule and mitosis dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Microtubule; Dimer; Ferroelectricity; Nonlinear system; Physics; Formalism (music); Tubulin; Chemical physics; Crystal (programming language); Quantum mechanics; Computer science; Biology; Nuclear magnetic resonance","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002357869,0.0003375779,0.0004709557,0.00002488827,0.0003905162,0.00004533674,0.0001828074,0.0001610314,0.000003820907],"category_scores_gemma":[0.0002753871,0.0002512659,0.000175371,0.000109326,0.0003490245,0.00002358957,0.000249032,0.0003903954,0.00000619311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002124867,"about_ca_system_score_gemma":0.00006225397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002160479,"about_ca_topic_score_gemma":0.000002717866,"domain_scores_codex":[0.9982517,0.0001725873,0.0004764907,0.0005713472,0.0001411045,0.0003867594],"domain_scores_gemma":[0.9988861,0.0003763952,0.0001167673,0.0003464442,0.0001065894,0.0001676806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0009442336,0.001720505,0.005230665,0.005775639,0.001398025,0.00002188746,0.001774417,0.000422688,0.06609946,0.8539166,0.03023588,0.03245992],"study_design_scores_gemma":[0.003114917,0.004829642,0.002799932,0.00106295,0.001878179,0.0001538093,0.0002098267,0.0308384,0.01752344,0.9036817,0.03173948,0.00216771],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7236806,0.02575497,0.2415416,0.002294485,0.0004107329,0.002460919,0.0009708363,0.00006350745,0.002822385],"genre_scores_gemma":[0.9894465,0.004788881,0.003560351,0.0002684003,0.0005520792,0.00009152286,0.0007503191,0.0000588371,0.0004830713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.265766,"threshold_uncertainty_score":0.999994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01784945065785177,"score_gpt":0.309852122410639,"score_spread":0.2920026717527872,"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."}}