{"id":"W4200119175","doi":"10.1126/science.aba5531","title":"Cell-by-cell dissection of phloem development links a maturation gradient to cell specialization","year":2021,"lang":"en","type":"article","venue":"Science","topic":"Plant Molecular Biology Research","field":"Agricultural and Biological Sciences","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of General Medical Sciences; Japan Society for the Promotion of Science; Cambridge Institute for Medical Research, University of Cambridge; Medical Research Council; Vlaamse regering; Universiteit Gent; Wellcome Trust; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Biotechnology and Biological Sciences Research Council; Fonds Wetenschappelijk Onderzoek; Helsingin Yliopisto; Institute of Genetics; National Institutes of Health; National Science Foundation","keywords":"Meristem; Arabidopsis; Biology; Cell biology; Stem cell; Cell; Arabidopsis thaliana; Plasmodesma; Cell growth; Plant cell; Psychological repression; Botany; Genetics; Gene; Mutant; Gene expression","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003686535,0.00007258893,0.00008064916,0.00002534602,0.0002371493,0.00005638998,0.000252111,0.00007382936,0.00008419559],"category_scores_gemma":[0.00005323504,0.00003344641,0.0000234458,0.001064703,0.00009014251,0.00006583117,0.0001160893,0.00009040629,0.00004591877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005465939,"about_ca_system_score_gemma":0.00007871704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001603125,"about_ca_topic_score_gemma":0.000119192,"domain_scores_codex":[0.9988351,0.0000553611,0.0001584657,0.0003407795,0.000362701,0.0002475331],"domain_scores_gemma":[0.9995746,0.00003440794,0.00005837616,0.00005438111,0.0001710321,0.0001072236],"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":[0.000008791706,0.00008084859,0.001439455,0.000005371515,4.330753e-7,0.000002508774,0.0001380957,0.00001258274,0.9947304,0.00001149036,0.0004141432,0.003155927],"study_design_scores_gemma":[0.0000434893,0.0000849541,0.03609764,0.000007242417,0.000001278235,0.000003716102,0.0001271224,0.00006550515,0.9548036,0.00002310924,0.008660664,0.00008169512],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971407,0.0001066707,0.0002345675,0.0003180549,0.0001523409,0.000180979,0.00001163919,0.00001475893,0.001840276],"genre_scores_gemma":[0.9981729,0.00001945837,0.0005867583,0.00009696176,0.00003963103,0.00001096459,0.00007850422,4.739804e-7,0.0009943142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03992677,"threshold_uncertainty_score":0.1823985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01190672657346591,"score_gpt":0.2271833398930687,"score_spread":0.2152766133196028,"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."}}