{"id":"W4392952908","doi":"10.1016/j.tplants.2024.02.014","title":"Two roads diverge for cellulose synthase complex trafficking","year":2024,"lang":"en","type":"article","venue":"Trends in Plant Science","topic":"Polysaccharides and Plant Cell Walls","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Ontario","keywords":"Biology; ATP synthase; Cellulose; Computational biology; Biochemistry; Enzyme","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":[],"consensus_categories":[],"category_scores_codex":[0.000666664,0.0001389233,0.0001513964,0.00009764804,0.0002152836,0.0002321496,0.0005037629,0.00003934072,0.0006126235],"category_scores_gemma":[0.00002330413,0.00005501268,0.00007781263,0.001160305,0.0001459559,0.0002456765,0.00007527865,0.0001065712,0.00003739354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004122635,"about_ca_system_score_gemma":0.0000172522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004334227,"about_ca_topic_score_gemma":0.001098161,"domain_scores_codex":[0.998512,0.00001919638,0.0002010727,0.0004807871,0.0002773799,0.0005095705],"domain_scores_gemma":[0.9994013,0.000374488,0.00003279208,0.00005327399,0.00001463667,0.0001235292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003112806,0.00006687106,0.0009848911,0.00001261144,0.000004343705,0.00007954899,0.0002547817,0.00006656429,0.6751056,0.004924763,0.003649792,0.3148191],"study_design_scores_gemma":[0.001038605,0.0009767556,0.1393538,0.0006448014,0.00007657089,0.0003297329,0.0006642005,0.4375576,0.1003849,0.002321624,0.3144239,0.002227449],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937714,0.0002558471,0.00001679785,0.0004983692,0.0005675171,0.0001024634,0.0008503631,0.0001221291,0.003815135],"genre_scores_gemma":[0.9984857,0.00002639618,0.0001892104,0.00009274877,0.0001569794,0.0000114377,0.0001665483,8.264961e-7,0.0008701282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5747207,"threshold_uncertainty_score":0.6707798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05658871655022576,"score_gpt":0.2860560895816455,"score_spread":0.2294673730314197,"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."}}