{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001111424,0.0001705432,0.0001453016,0.0001997036,0.0001777614,0.0003567453,0.0002080792,0.0002077394,0.001218688],"category_scores_gemma":[0.00008617641,0.0002113704,0.0001070518,0.0001291054,0.0002194557,0.0003120774,0.0002487584,0.0007836117,0.0005911111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003793216,"about_ca_system_score_gemma":0.0002001506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006255828,"about_ca_topic_score_gemma":0.003021283,"domain_scores_codex":[0.9999253,0.000007683625,0.000004077525,0.0000251092,0.00002076158,0.00001717781],"domain_scores_gemma":[0.999868,0.0000335201,0.00002903234,0.00001881529,0.00001323669,0.00003728474],"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":[0.00001758626,0.000003950489,0.0001241088,0.000006040921,8.868598e-7,0.00001365902,0.000006228188,0.00002295696,0.9990072,0.0002580502,0.00001556506,0.0005238142],"study_design_scores_gemma":[0.00001646459,0.00008549073,0.01596137,0.000005765236,0.000009350239,0.0002131617,0.00002706229,0.002578414,0.9766107,0.0002187088,0.004267818,0.000005857065],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745619,0.0009158623,0.01832508,0.0001354041,0.0000276961,0.00005556784,0.0005886048,0.0001419593,0.005247896],"genre_scores_gemma":[0.9852261,0.0006059521,0.009367785,0.0001012475,0.00001621038,0.00003166123,0.0004917319,0.00007479323,0.004084493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001218688,"threshold_uncertainty_score":0.004076898,"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."}}