{"id":"W4414531848","doi":"10.1093/jxb/eraf414","title":"Molecular architecture of developing xylem in Norway spruce reveals spatial and temporal patterns of cell wall polymer deposition","year":2025,"lang":"en","type":"article","venue":"Journal of Experimental Botany","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Novo Nordisk Fonden; Novo Nordisk; Academy of Finland","keywords":"Cell wall; Lignin; Xylem; Secondary cell wall; Ferulic acid; Deposition (geology); Cellulose; Raman microspectroscopy","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":[0.00004328423,0.0001182778,0.00008395176,0.0001634136,0.0001024518,0.0001712125,0.00008582746,0.00010246,0.000274115],"category_scores_gemma":[0.00003687081,0.0001243378,0.00009852699,0.00009246256,0.0001193526,0.0001205857,0.00006719642,0.0001779512,0.0001125144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001550375,"about_ca_system_score_gemma":0.0001137738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00261049,"about_ca_topic_score_gemma":0.004461837,"domain_scores_codex":[0.9999802,0.000001512581,8.377845e-7,0.000007863763,0.000003784167,0.000005742459],"domain_scores_gemma":[0.9999665,0.000007394382,0.000008559599,0.000002745763,0.000005925336,0.000008861894],"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":[0.0000178235,0.000002529275,0.0006204965,0.000009780231,9.949574e-7,0.00001584868,0.0000226684,0.00005417316,0.9985965,0.00003291401,0.000005415872,0.0006209444],"study_design_scores_gemma":[0.000005901784,0.0001990875,0.4532939,0.00001407257,0.00002122157,0.0003723524,0.0002353027,0.004387928,0.5391565,0.0001917422,0.002107417,0.00001462108],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965191,0.0006195732,0.001894869,0.00001037614,0.000002073421,0.000005449285,0.0002903657,0.00002716827,0.0006312071],"genre_scores_gemma":[0.9943523,0.0005708559,0.002972212,0.00002382711,0.000002558328,0.00001496467,0.0004635738,0.00001086308,0.001588719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00261049,"threshold_uncertainty_score":0.005190611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003981879723201799,"score_gpt":0.2191592236054109,"score_spread":0.2151773438822091,"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."}}