{"id":"W2053003146","doi":"10.1007/s00709-013-0571-2","title":"A survey of cellulose microfibril patterns in dividing, expanding, and differentiating cells of Arabidopsis thaliana","year":2013,"lang":"en","type":"article","venue":"PROTOPLASMA","topic":"Polysaccharides and Plant Cell Walls","field":"Agricultural and Biological Sciences","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Microfibril; Cellulose; Cytokinesis; Cell wall; Biophysics; Cell division; Plant cell; Chemistry; Biology; Botany; Cell biology; Biochemistry; Cell","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":[0.00007788017,0.0001489024,0.0001075973,0.0008012085,0.0002353846,0.000171527,0.0001032784,0.0001557875,0.0004999845],"category_scores_gemma":[0.00009359343,0.00009883583,0.0001290904,0.0004835374,0.00009458863,0.0001395521,0.00008297282,0.0001329016,0.0001713981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009827055,"about_ca_system_score_gemma":0.0001273061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001927964,"about_ca_topic_score_gemma":0.003002996,"domain_scores_codex":[0.9999722,0.000002676329,0.000002674193,0.000008009367,0.000005554582,0.000008822741],"domain_scores_gemma":[0.999851,0.00002934164,0.00002742134,0.00001197024,0.00003269528,0.00004755293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00005917236,0.000005802435,0.005580422,0.00002191483,0.000004885292,0.00007967943,0.00004229165,0.00001255411,0.9923609,0.00001628738,0.00001870589,0.001797491],"study_design_scores_gemma":[0.00000714288,0.0001882694,0.8200049,0.00001199721,0.00005762526,0.001489841,0.000431874,0.0003280011,0.1744914,0.00007289519,0.002904714,0.00001138778],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975991,0.000681818,0.000538661,0.00001486037,0.000002159529,0.000004749212,0.0004797786,0.00001316988,0.0006656795],"genre_scores_gemma":[0.9951197,0.0006951219,0.001267379,0.0000399967,0.000005610071,0.000008793073,0.001630256,0.00001086554,0.001222315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001927964,"threshold_uncertainty_score":0.003833473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02185734548749694,"score_gpt":0.2123899583919824,"score_spread":0.1905326129044854,"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."}}