{"id":"W125881720","doi":"10.1007/978-3-642-19091-9_5","title":"Generating a Cellular Protuberance: Mechanics of Tip Growth","year":2011,"lang":"en","type":"book-chapter","venue":"Signaling and communication in plants","topic":"Plant Reproductive Biology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Turgor pressure; Elongation; Pollen tube; Expansive; Cell wall; Mechanics; Process (computing); Materials science; Tube (container); Biophysics; Composite material; Ultimate tensile strength; Botany; Biology; Physics; Pollen","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":[0.0003459626,0.0001774085,0.0002483839,0.00006925681,0.00005093737,0.000005784113,0.0002759493,0.0003353672,0.00001473941],"category_scores_gemma":[0.00003714174,0.0001802528,0.00004032938,0.00001243099,0.00007084387,0.000002434103,0.0001772632,0.0002177062,0.000002655471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008240753,"about_ca_system_score_gemma":0.00004862738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004500745,"about_ca_topic_score_gemma":0.00003040739,"domain_scores_codex":[0.9990917,0.00007713387,0.0003214677,0.0003207899,0.00007088429,0.0001180602],"domain_scores_gemma":[0.99905,0.00002383706,0.0002721184,0.0005368032,0.00008913581,0.00002806521],"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":[0.0001312289,0.00003105048,0.0002888017,0.0000964282,0.00009211784,0.000003026775,0.0001847837,0.00002219885,0.9821307,0.01535509,0.000157516,0.001507045],"study_design_scores_gemma":[0.001266193,0.0005773382,0.0000961962,0.001409762,0.00009140056,0.0001235426,0.00007237868,0.0003893433,0.9081112,0.05845387,0.02816925,0.001239536],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7198609,0.103698,0.004124142,0.000154268,0.0004802608,0.002518418,0.0008031233,0.00007669798,0.1682842],"genre_scores_gemma":[0.9802274,0.007768166,0.00234037,0.00006305916,0.0001152869,0.00003826665,0.001164776,0.00004102917,0.008241611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2603666,"threshold_uncertainty_score":0.7350495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0217231130318386,"score_gpt":0.2224681817893452,"score_spread":0.2007450687575066,"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."}}