{"id":"W4414378331","doi":"10.1093/plcell/koaf218","title":"INTACT-based guard cell transcriptomes from a progressive drought time course reveal targets for modifying stomatal responses","year":2025,"lang":"en","type":"article","venue":"The Plant Cell","topic":"Plant Stress Responses and Tolerance","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Genome Canada","keywords":"Transcriptome; Arabidopsis; Gene expression; Guard cell; Gene; Arabidopsis thaliana; Drought tolerance; Mutant","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001245295,0.0002614647,0.0003683469,0.0002331267,0.0001940146,0.000337443,0.0001781333,0.0001981948,0.001267964],"category_scores_gemma":[0.0001224815,0.0001971937,0.0003843254,0.0003068712,0.0001799209,0.0002523327,0.0002816697,0.0007689262,0.0005468633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002992506,"about_ca_system_score_gemma":0.0002003496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0012463,"about_ca_topic_score_gemma":0.002199975,"domain_scores_codex":[0.9998944,0.000003379177,0.00000624941,0.00004797947,0.00002429279,0.00002376615],"domain_scores_gemma":[0.9998866,0.00001871389,0.00002764768,0.00001513822,0.00002179911,0.00002998298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00006449155,0.000004575427,0.0005580325,0.00002281167,0.000004740775,0.00001832964,0.00002608608,0.00004699002,0.9984058,0.00002967634,0.00005833998,0.0007601382],"study_design_scores_gemma":[0.00002495086,0.0003232802,0.2167629,0.00002552589,0.0001267341,0.0004018348,0.0002612928,0.003685202,0.7689395,0.0002837149,0.009129505,0.0000355589],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9650903,0.000969764,0.01302797,0.0001030664,0.00004375131,0.00003332528,0.01894491,0.0004214809,0.001365444],"genre_scores_gemma":[0.943235,0.0009678106,0.01353443,0.0002615685,0.00002131067,0.00008079757,0.03727913,0.000442604,0.004177203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001267964,"threshold_uncertainty_score":0.004241765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01524928625347508,"score_gpt":0.2276329068905785,"score_spread":0.2123836206371034,"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."}}