{"id":"W3158669459","doi":"10.5194/egusphere-egu21-8136","title":"Applying stable water isotopes to determine root water uptake patterns in an urban forest land","year":2021,"lang":"en","type":"article","venue":"","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Environmental science; Soil water; Water content; Hydrology (agriculture); Irrigation; Xylem; Agronomy; Soil science; Horticulture; Biology; Geology","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":[0.0001334661,0.0002473147,0.0002236888,0.0007056987,0.000190056,0.0003026377,0.0002994079,0.0002154086,0.0004348874],"category_scores_gemma":[0.0001376899,0.0001686521,0.0002978119,0.0009162862,0.0001366514,0.0003397342,0.0001679218,0.0001304436,0.0001053967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003143846,"about_ca_system_score_gemma":0.0002357909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0191709,"about_ca_topic_score_gemma":0.03977432,"domain_scores_codex":[0.9999225,0.000006917714,0.000004464691,0.00003672087,0.00001611858,0.00001337868],"domain_scores_gemma":[0.9999499,0.000009689807,0.00001220761,0.000004009996,0.00001860524,0.00000559435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001940739,0.00008338589,0.8794944,0.0001124296,0.0001105477,0.0002643917,0.000341419,0.01416568,0.07031938,0.0001937834,0.0002868265,0.03443368],"study_design_scores_gemma":[0.00001571759,0.00007626839,0.8562773,0.000009326477,0.00007839055,0.00007417086,0.0005504128,0.130616,0.01130091,0.0002500041,0.0007249503,0.00002661837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978068,0.00006372468,0.001475983,0.00001138202,0.000002096152,0.000005215095,0.0002743431,0.00003018547,0.0003301977],"genre_scores_gemma":[0.9975823,0.00005379776,0.00181977,0.000007068201,0.000001769907,0.000009739282,0.0002973479,0.00000891226,0.0002191181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0191709,"threshold_uncertainty_score":0.0381186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01119219678977296,"score_gpt":0.2035466102953902,"score_spread":0.1923544135056173,"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."}}