{"id":"W4400014806","doi":"10.3389/fpls.2024.1422701","title":"Integrity of xylan backbone affects plant responses to drought","year":2024,"lang":"en","type":"article","venue":"Frontiers in Plant Science","topic":"Plant Stress Responses and Tolerance","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Arabidopsis; Drought tolerance; Xylan; Biology; Arundo donax; Xylem; Arabidopsis thaliana; Botany; Herbaceous plant; Abiotic component; Mutant; Gene; Agronomy; Biochemistry; Biomass (ecology); Ecology","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":[0.00008435444,0.0003726904,0.000221409,0.0001345263,0.0001383279,0.0002763908,0.000161947,0.0002549646,0.0007157909],"category_scores_gemma":[0.00005601452,0.0001749944,0.0001773211,0.0001201156,0.0002007397,0.0002282944,0.0002099642,0.0006004156,0.0001138596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000239152,"about_ca_system_score_gemma":0.0001142356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007072944,"about_ca_topic_score_gemma":0.0008354313,"domain_scores_codex":[0.9999275,0.000009037049,0.000005489723,0.00002549509,0.00001392015,0.00001856225],"domain_scores_gemma":[0.9999033,0.000011499,0.00003257355,0.00000759203,0.000009426257,0.00003556795],"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":[0.00003295188,0.000003507533,0.0001272221,0.000007305519,0.000001498256,0.000009949206,0.000006342117,0.00001285418,0.9996349,0.00001061543,0.000002840533,0.0001499318],"study_design_scores_gemma":[0.000008287576,0.0001796378,0.05743469,0.000005082726,0.00002591779,0.0001675394,0.00007439907,0.001018724,0.9399725,0.00007633748,0.001025643,0.00001122947],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998623,0.0002122104,0.0005449247,0.00002122601,0.000003825988,0.000005150178,0.0001961783,0.00002722699,0.0003662721],"genre_scores_gemma":[0.9977096,0.000205222,0.0005129231,0.00002618839,0.0000020303,0.000008202055,0.0003733881,0.00001295082,0.001149343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007157909,"threshold_uncertainty_score":0.002394557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01812828249801347,"score_gpt":0.2400344005967326,"score_spread":0.2219061180987191,"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."}}