{"id":"W4412102572","doi":"10.1016/j.agrformet.2025.110724","title":"Cell enlargement drives xylem hydraulic efficiency and safety in Pinus tabulaeformis on the Loess Plateau","year":2025,"lang":"en","type":"article","venue":"Agricultural and Forest Meteorology","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Pinus tabulaeformis; Xylem; Loess plateau; Environmental science; Loess; Geology; Woody plant; Soil science; Botany; Geomorphology; Biology","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":[0.0001021942,0.0001485905,0.0001943295,0.0003202671,0.0003114981,0.0004202604,0.0002890272,0.0002487442,0.001097565],"category_scores_gemma":[0.0002162517,0.0002083488,0.0001346746,0.0001589395,0.0002823381,0.0003605966,0.000439393,0.0003354702,0.0001536875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004746459,"about_ca_system_score_gemma":0.000204276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008719843,"about_ca_topic_score_gemma":0.01354208,"domain_scores_codex":[0.9999349,0.00001210141,0.000002700393,0.00002288492,0.000006554165,0.00002082254],"domain_scores_gemma":[0.999786,0.00005461055,0.00004840138,0.00001020537,0.00002906181,0.00007180333],"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":[0.0003201751,0.00005634603,0.06555028,0.00003200698,0.00001956274,0.0001149554,0.0003625606,0.0006847848,0.9300671,0.0002014291,0.00007754462,0.002513318],"study_design_scores_gemma":[0.00001039637,0.00007631753,0.985372,0.000003463392,0.000009964467,0.00005220131,0.0004434213,0.004066041,0.009619583,0.0001116202,0.0002261097,0.000008859183],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997273,0.0000213683,0.00008249475,0.000009210018,5.136524e-7,7.955491e-7,0.00002007132,0.000004744443,0.000133464],"genre_scores_gemma":[0.9996568,0.000009835236,0.00002847302,0.000008528783,5.604657e-7,0.000001549109,0.00004011095,0.000002927634,0.0002510762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008719843,"threshold_uncertainty_score":0.01733816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003058038640091702,"score_gpt":0.1715037097321881,"score_spread":0.1684456710920964,"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."}}