{"id":"W4248901231","doi":"10.5194/bg-2020-404","title":"Soil profile connectivity can impact microbial substrate use, affecting how soil CO <sub>2</sub> effluxes are controlled by temperature","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service; Memorial University of Newfoundland","funders":"Natural Resources Canada; U.S. Forest Service; Canadian Forest Service; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Soil water; Organic matter; Chemistry; Soil respiration; Substrate (aquarium); Soil horizon; Environmental chemistry; Soil science; Incubation; Soil organic matter; Horizon; Environmental science; Ecology; Biology; Biochemistry; Mathematics","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":[0.0002359144,0.000400019,0.0003180408,0.0002108224,0.0003026561,0.0007707914,0.0003330771,0.0003453396,0.0008339667],"category_scores_gemma":[0.0004162674,0.0003406831,0.0002907931,0.0002235397,0.0003705081,0.0007405797,0.0004555145,0.000356614,0.0001185363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004408445,"about_ca_system_score_gemma":0.0002298746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004577772,"about_ca_topic_score_gemma":0.008329242,"domain_scores_codex":[0.9997854,0.00003362645,0.00001572134,0.00008951125,0.00003180516,0.0000440118],"domain_scores_gemma":[0.9995876,0.0001208733,0.0001359196,0.00004332841,0.00004651515,0.00006578438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004926362,0.0000559536,0.078454,0.00007769485,0.0001134672,0.00006838399,0.0000989387,0.0007805025,0.9159696,0.0001218206,0.00006933434,0.003697669],"study_design_scores_gemma":[0.00001252939,0.0002010268,0.9547211,0.000007849228,0.00006181413,0.00009148466,0.0002048275,0.003248976,0.0406347,0.0001771409,0.0006201551,0.00001843451],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984559,0.0001610376,0.0007279697,0.00002131306,0.000004585713,0.000008259466,0.0002087299,0.00001673269,0.0003954409],"genre_scores_gemma":[0.9994443,0.00005749021,0.0002867099,0.00001406367,0.000001685632,0.00000696742,0.0001256357,0.000006665913,0.00005643473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004577772,"threshold_uncertainty_score":0.009102285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01983797202183219,"score_gpt":0.2445679460778662,"score_spread":0.224729974056034,"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."}}