{"id":"W4394717280","doi":"10.5194/bg-21-1801-2024","title":"Inclusion of bedrock vadose zone in dynamic global vegetation models is key for simulating vegetation structure and function","year":2024,"lang":"en","type":"article","venue":"Biogeosciences","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Vadose zone; Bedrock; Vegetation (pathology); Geology; Key (lock); Hydrology (agriculture); Environmental science; Soil science; Geomorphology; Ecology; Geotechnical engineering; Soil water","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":[0.0002729108,0.0004075432,0.0003528671,0.0002983086,0.0003334189,0.0007005836,0.0008911582,0.0005509599,0.001212463],"category_scores_gemma":[0.0009738169,0.0003239448,0.000414977,0.0004369654,0.0003252255,0.0008940567,0.000436496,0.000624653,0.0002235992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007192118,"about_ca_system_score_gemma":0.0009003089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03259692,"about_ca_topic_score_gemma":0.03703309,"domain_scores_codex":[0.9999164,0.0000244791,0.000005261683,0.00002437393,0.00001478978,0.00001467485],"domain_scores_gemma":[0.9997992,0.00007075749,0.0000332116,0.00003159932,0.00003826826,0.00002700301],"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":[0.00001124735,0.0000217786,0.007770625,0.00001118428,0.00002758213,0.00002205369,0.00001954175,0.9847877,0.0006547252,0.002054669,0.0006267429,0.003992136],"study_design_scores_gemma":[0.000006686676,0.000006058252,0.001448587,0.000003828033,0.000006025845,0.000006149255,0.00001193581,0.9968924,0.0001178416,0.0007591568,0.0007371707,0.000004155806],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7766913,0.0004114542,0.2031505,0.0006907589,0.0001629803,0.0000829819,0.003981442,0.001396082,0.0134325],"genre_scores_gemma":[0.9851913,0.0001271689,0.01259554,0.00007481784,0.00001983731,0.00004761271,0.0008083939,0.00009549292,0.001039869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03259692,"threshold_uncertainty_score":0.06481439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007744006113097971,"score_gpt":0.232926105544576,"score_spread":0.2251820994314781,"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."}}