{"id":"W4407168403","doi":"10.1029/2024ms004714","title":"Experimental Soil Warming Impacts Soil Moisture and Plant Water Stress and Thereby Ecosystem Carbon Dynamics","year":2025,"lang":"en","type":"article","venue":"Journal of Advances in Modeling Earth Systems","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Biological and Environmental Research; Office of Science; U.S. Department of Energy","keywords":"Environmental science; Soil respiration; Soil carbon; Water content; Ecosystem; Biomass (ecology); Soil science; Agronomy; Soil organic matter; Soil water; Atmospheric sciences; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003652935,0.0001474964,0.0002791607,0.0001030691,0.00007088996,0.00007375892,0.0001107118,0.0000803458,0.000001615715],"category_scores_gemma":[0.000005781799,0.00009998569,0.00003156289,0.00006451501,0.00003289458,0.0003473222,0.00008436991,0.0002144312,5.432734e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001370329,"about_ca_system_score_gemma":0.00001188143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000364643,"about_ca_topic_score_gemma":0.001902517,"domain_scores_codex":[0.9988475,0.00006467067,0.0004768569,0.0001693564,0.0002255024,0.0002161215],"domain_scores_gemma":[0.9996426,0.00002767617,0.0001465404,0.00009914705,0.00001248081,0.00007155905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003602076,0.00002544165,0.04527082,0.00008877046,0.00001490207,0.00002982293,0.000688631,0.9506674,0.002836226,0.00004624858,9.734748e-7,0.0002947272],"study_design_scores_gemma":[0.0004306574,0.00004929721,0.0002005064,0.0006606517,0.00001323223,0.0001641054,0.001132208,0.9960341,0.001013554,0.00009699439,0.00008318386,0.0001215149],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915172,0.005422659,0.001638505,0.00003252648,0.0004179777,0.000114182,0.00002231121,0.000007549632,0.0008270888],"genre_scores_gemma":[0.9990027,0.0007027315,0.000147712,0.000009816429,0.00003563932,0.000002843453,0.000004701047,0.000009093022,0.00008478324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04536667,"threshold_uncertainty_score":0.4077298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004624480065531636,"score_gpt":0.2138147646118937,"score_spread":0.2091902845463621,"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."}}