{"id":"W1883568588","doi":"10.5194/bg-12-5705-2015","title":"Microtopographic variation in soil respiration and its controlling factors vary with plant phenophases in a desert–shrub ecosystem","year":2015,"lang":"en","type":"article","venue":"Biogeosciences","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Beijing Forestry University; National Natural Science Foundation of China; Academy of Finland; Itä-Suomen Yliopisto","keywords":"Shrub; Soil respiration; Environmental science; Spatial variability; Biomass (ecology); Ecosystem; Sand dune stabilization; Phenology; Ecology; Common spatial pattern; Atmospheric sciences; Agronomy; Hydrology (agriculture); 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004767087,0.00009194079,0.0001094037,0.000157772,0.00006254685,0.00005971652,0.0001054224,0.00004654351,0.000006592407],"category_scores_gemma":[0.00002420167,0.00006463142,0.00001004452,0.0005284451,0.0000521473,0.0003974817,0.00003062957,0.00005198158,0.000004145471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006815659,"about_ca_system_score_gemma":0.00002452971,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003609162,"about_ca_topic_score_gemma":0.02141008,"domain_scores_codex":[0.9991086,0.00006469634,0.0001785381,0.00025012,0.0002227008,0.0001753461],"domain_scores_gemma":[0.9997511,0.0000388514,0.00007299395,0.00006396207,0.000006071089,0.0000670232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000353184,0.00004421226,0.9799375,0.000003730646,0.000001484739,0.000008875828,0.001000612,0.008812695,0.009925838,0.0001369063,0.000001492341,0.00009135052],"study_design_scores_gemma":[0.001156914,0.0002459162,0.5881613,0.00005872125,0.000008965651,0.00001743859,0.000363468,0.408072,0.0009345577,0.0005113269,0.0002122158,0.0002570764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991,0.00008672066,0.0001796913,0.00004126651,0.0000518783,0.0002387179,0.00003851325,0.00001399642,0.0002492082],"genre_scores_gemma":[0.9997493,0.00001554777,0.0001592194,0.00002016299,0.000006269107,0.00001738224,0.00001356338,0.000003044715,0.00001549337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3992593,"threshold_uncertainty_score":0.9964466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01866751967865926,"score_gpt":0.202416167560691,"score_spread":0.1837486478820318,"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."}}