{"id":"W2107467970","doi":"10.1093/jxb/erv383","title":"Tubulin perturbation leads to unexpected cell wall modifications and affects stomatal behaviour in<i>Populus</i>","year":2015,"lang":"en","type":"article","venue":"Journal of Experimental Botany","topic":"Polysaccharides and Plant Cell Walls","field":"Agricultural and Biological Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"U.S. Department of Energy; Biological and Environmental Research; National Science Foundation","keywords":"Cell wall; Microtubule; Guard cell; Tubulin; Cell biology; Secondary cell wall; Biology; Lignin; Xylem; Cellulose; Polysaccharide; Biophysics; Arabidopsis; Botany; Biochemistry; Gene; Mutant","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":[0.0001912258,0.0001128958,0.0001713712,0.00003052321,0.00005528621,0.00006102797,0.0001491344,0.00006188079,0.00004992842],"category_scores_gemma":[0.00002270334,0.00005078122,0.00005088105,0.0001737333,0.00001789699,0.0002107423,0.00003900478,0.0001143772,0.00001342893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007838586,"about_ca_system_score_gemma":0.00001314644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001538132,"about_ca_topic_score_gemma":0.0001162867,"domain_scores_codex":[0.9991497,0.00005352288,0.0002597944,0.0001364194,0.0002259325,0.0001746446],"domain_scores_gemma":[0.9994542,0.00005747238,0.000138172,0.00003541316,0.00005038101,0.0002643353],"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":[0.00007409839,0.0001951348,0.004434992,5.810173e-7,0.000002436505,0.00002108169,0.0005432196,0.000004218775,0.9931988,0.00002780522,0.001037892,0.0004597723],"study_design_scores_gemma":[0.001069029,0.002034635,0.1440269,0.00006661717,0.00002146053,0.0002270885,0.003884306,0.0003510031,0.8457703,0.00009093658,0.00207968,0.0003780872],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965864,0.002294691,0.000002230581,0.000408162,0.0001432339,0.0001312382,0.00001698405,0.00001069201,0.0004063519],"genre_scores_gemma":[0.9991539,0.00003291655,0.0002259962,0.0001862147,0.0001150363,0.000004469154,0.000006596488,0.000001335416,0.0002735203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1474285,"threshold_uncertainty_score":0.2070798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02307969073300375,"score_gpt":0.2450110051452149,"score_spread":0.2219313144122111,"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."}}