{"id":"W4387522826","doi":"10.1093/plphys/kiad537","title":"Focus on cell walls","year":2023,"lang":"en","type":"editorial","venue":"PLANT PHYSIOLOGY","topic":"Cellular transport and secretion","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Focus (optics); Cell wall; Biology; Botany; Physics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001035666,0.0003165328,0.0003468787,0.00006533055,0.00005765182,0.000009943399,0.0002970355,0.001279976,0.0000404441],"category_scores_gemma":[0.00006763714,0.0002927202,0.0001940871,0.00005053075,0.00005241506,8.656228e-7,0.00006419529,0.0004229761,0.0004381242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000148075,"about_ca_system_score_gemma":0.0001170296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005699148,"about_ca_topic_score_gemma":0.00009050758,"domain_scores_codex":[0.9984723,0.00006103426,0.0002281615,0.0006577296,0.0002080807,0.000372686],"domain_scores_gemma":[0.999177,0.0001260899,0.0001247856,0.0004440444,0.00005434309,0.00007374759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000198735,0.00003431435,0.000001486323,0.00004083055,0.00003292497,0.00001245947,0.000006919155,0.00001175316,0.4676771,0.000008161881,0.5319374,0.00003793142],"study_design_scores_gemma":[0.000398893,0.0005027648,0.00005908066,0.00002575483,0.00003524219,5.941887e-7,0.000004585482,0.00000736327,0.04567378,0.0001562118,0.9528141,0.0003216335],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.01861662,0.0003090898,0.00007879478,0.00004075916,0.9770316,0.0001994722,0.001885411,0.00006315244,0.001775113],"genre_scores_gemma":[0.0161208,0.00202099,0.00001339806,0.00004525534,0.7723482,0.00004347169,0.2051943,0.00009699591,0.004116635],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.4220034,"threshold_uncertainty_score":0.9999525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006962086387363972,"score_gpt":0.2132216182810074,"score_spread":0.2062595318936434,"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."}}