{"id":"W4310927609","doi":"10.1098/rsif.2022.0602","title":"Localized growth and remodelling drives spongy mesophyll morphogenesis","year":2022,"lang":"en","type":"article","venue":"Journal of The Royal Society Interface","topic":"Polysaccharides and Plant Cell Walls","field":"Agricultural and Biological Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Saskatoon City Hospital","funders":"Vienna Science and Technology Fund","keywords":"Spongy tissue; Morphogenesis; Arabidopsis thaliana; Biophysics; Biology; Cell biology; Anatomy; Chemistry; Guard cell; Biochemistry","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":[0.0000815852,0.0001655857,0.000167834,0.00009996634,0.0002489295,0.0005632287,0.00028009,0.000315133,0.0009097778],"category_scores_gemma":[0.0002515163,0.0002485555,0.0002098773,0.0001002946,0.0004933954,0.0003339667,0.0003416875,0.0003704388,0.000158924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004937095,"about_ca_system_score_gemma":0.0003753613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002928912,"about_ca_topic_score_gemma":0.002243371,"domain_scores_codex":[0.9999521,0.000007565512,0.000001923442,0.00001266656,0.00001230882,0.00001345044],"domain_scores_gemma":[0.9998987,0.00002676596,0.00002776215,0.00001434788,0.000007212566,0.00002520772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00005211298,0.00006760006,0.004477807,0.00008172871,0.00002167599,0.0003982233,0.0001408808,0.5649016,0.4194613,0.007527512,0.0002682699,0.002601312],"study_design_scores_gemma":[0.00001616892,0.00005088137,0.003615668,0.000007070915,0.000005735154,0.00006609579,0.00007632752,0.9584251,0.03505722,0.0017125,0.0009552025,0.00001217829],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861683,0.00008064014,0.01111703,0.00007873846,0.00001172435,0.000007808805,0.00005732974,0.00005382852,0.002424523],"genre_scores_gemma":[0.9983709,0.00005107686,0.001192038,0.000008447176,9.309797e-7,0.00000482529,0.00002057294,0.00001282126,0.0003383383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002928912,"threshold_uncertainty_score":0.005823731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01023500789345858,"score_gpt":0.1930819469164091,"score_spread":0.1828469390229505,"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."}}