{"id":"W2938183662","doi":"10.1101/609867","title":"Mechanical constraints influence microtubule orientation in plant cells","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Plant Molecular Biology Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Curvature; Physics; Geodesic; Pitchfork bifurcation; Microtubule; Classical mechanics; Surface (topology); Deflection (physics); Bifurcation; Mechanics; Geometry; Bifurcation diagram; Mathematics; Nonlinear system; Biology","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":[0.00006976145,0.0001824562,0.0001937696,0.0002070061,0.0003498459,0.0006422098,0.0001949783,0.0001917276,0.001225765],"category_scores_gemma":[0.0007075473,0.0001517299,0.0001084784,0.0001520772,0.0003395668,0.0003379749,0.0003318166,0.0002814469,0.0001803763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005426521,"about_ca_system_score_gemma":0.0002190451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001196016,"about_ca_topic_score_gemma":0.00189929,"domain_scores_codex":[0.9999511,0.000008015433,0.000002569251,0.00001214004,0.00001615802,0.0000098472],"domain_scores_gemma":[0.9997737,0.00008982233,0.00006036134,0.00001737493,0.00003577689,0.00002307284],"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":[0.0001404884,0.00006175289,0.01057532,0.0001209795,0.00002813965,0.000366692,0.0001336258,0.151932,0.8115493,0.01419618,0.0004166189,0.0104789],"study_design_scores_gemma":[0.00005314854,0.0003902235,0.06078255,0.0000410554,0.00003901613,0.0004455968,0.0006178414,0.7209649,0.1869035,0.02504625,0.004593431,0.000122481],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887425,0.0001755419,0.007796308,0.0001429598,0.00001028563,0.0000061893,0.00004772826,0.00003610691,0.003042415],"genre_scores_gemma":[0.9992629,0.0000632643,0.0004359005,0.000008671149,0.000002297527,0.000003046607,0.00001431684,0.00000495305,0.0002048048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001225765,"threshold_uncertainty_score":0.004100621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01464813529921643,"score_gpt":0.2192805593120999,"score_spread":0.2046324240128834,"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."}}