{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000255057,0.0001155868,0.0002500177,0.00002120248,0.00002778292,0.00002924872,0.0001387642,0.00006954728,0.0003965621],"category_scores_gemma":[0.00003058713,0.00004905294,0.00004149793,0.0001471464,0.00003032899,0.00008255567,0.00008293729,0.00006688831,0.00000806751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005786378,"about_ca_system_score_gemma":0.000003755559,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02197933,"about_ca_topic_score_gemma":0.002682698,"domain_scores_codex":[0.9990757,0.00009554555,0.000306967,0.0001950783,0.0001138122,0.0002129568],"domain_scores_gemma":[0.9993924,0.0002769829,0.0001899678,0.00004445423,0.00003759527,0.00005861597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005240882,0.00002873731,0.5389916,0.00003597857,0.000004181231,4.050928e-7,0.00008305426,1.751052e-7,0.4558721,0.000002626273,0.00002945061,0.004946382],"study_design_scores_gemma":[0.00008394048,0.00006096335,0.6146277,0.00006732182,0.000002714357,9.297194e-7,0.00004568484,0.0001273061,0.3848616,0.00002630559,0.00002079508,0.00007478737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989321,0.00009157495,0.000002317061,0.00002663331,0.00003976187,0.0006535226,0.0001355928,0.000007936068,0.0001105502],"genre_scores_gemma":[0.9996428,0.00005708392,0.00003557115,0.00001037266,0.00001536348,0.00004965606,0.00002900107,0.000001012294,0.0001591611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07563607,"threshold_uncertainty_score":0.9845334,"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."}}