{"id":"W4392552067","doi":"10.1111/gcb.17222","title":"A new empirical framework to quantify the hydraulic effects of soil and atmospheric drivers on plant water status","year":2024,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Spanish National Plan for Scientific and Technical Research and Innovation; Natural Sciences and Engineering Research Council of Canada; Horizon 2020 Framework Programme; Alfred P. Sloan Foundation","keywords":"Vapour Pressure Deficit; Environmental science; Context (archaeology); Soil water; Ecosystem; Metric (unit); Atmospheric sciences; Water potential; Scale (ratio); Hydrology (agriculture); Ecology; Soil science; Biology; Transpiration; Photosynthesis; Botany; Geography; Physics","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":[0.007157612,0.0008613294,0.0008973577,0.003077834,0.0005154829,0.002426076,0.001276581,0.0009293495,0.002484159],"category_scores_gemma":[0.02475194,0.0003194968,0.0007972987,0.003378259,0.002155783,0.003872182,0.001762119,0.001630723,0.0003356801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001307125,"about_ca_system_score_gemma":0.0008457575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003754484,"about_ca_topic_score_gemma":0.003709044,"domain_scores_codex":[0.9972814,0.001196211,0.0002600803,0.000775467,0.0003869683,0.00009973516],"domain_scores_gemma":[0.9771386,0.01483829,0.003824827,0.002651247,0.001127126,0.0004198526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002179545,0.0004538968,0.4251519,0.001642925,0.001442123,0.000248792,0.001109863,0.2047213,0.01534329,0.1938673,0.008535653,0.1472649],"study_design_scores_gemma":[0.00005668596,0.0004630068,0.3630471,0.0002064372,0.0001637377,0.0003717781,0.0007315695,0.4250906,0.002792056,0.1810604,0.02582126,0.0001953437],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2455423,0.002073242,0.7261893,0.002054622,0.0001286132,0.0003269443,0.01228947,0.0006605281,0.01073497],"genre_scores_gemma":[0.8559736,0.000682433,0.1361414,0.0004183588,0.0001740076,0.0006800889,0.00504516,0.0001502091,0.0007347826],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007157612,"threshold_uncertainty_score":0.03785348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01573556666592847,"score_gpt":0.2628963852435172,"score_spread":0.2471608185775888,"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."}}