{"id":"W3014453312","doi":"10.1002/vzj2.20021","title":"Carbon turnover and microbial activity in an artificial soil under imposed cyclic drainage and imbibition","year":2020,"lang":"en","type":"article","venue":"Vadose Zone Journal","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Global Water Futures; Canada First Research Excellence Fund; Canada Excellence Research Chairs, Government of Canada; Deutsche Forschungsgemeinschaft","keywords":"Imbibition; Water table; Biogeochemical cycle; Vadose zone; Microbial population biology; Water content; Environmental science; Chemistry; Soil science; Drainage; Soil water; Environmental chemistry; Ecology; Geology; Agronomy; Biology; Groundwater; Bacteria","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002596915,0.0001142234,0.0001691632,0.00003889823,0.0002104134,0.00004533561,0.0001007565,0.0001241907,0.0006192783],"category_scores_gemma":[0.00001704275,0.0001114679,0.00002487405,0.0001161125,0.0002060133,0.0002373647,0.0001636236,0.0006008736,0.00001204927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006230755,"about_ca_system_score_gemma":0.00001500475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004349939,"about_ca_topic_score_gemma":0.008278775,"domain_scores_codex":[0.9990202,0.000352986,0.0001618209,0.0001829497,0.00005980122,0.0002222227],"domain_scores_gemma":[0.9996251,0.00004477099,0.00008607697,0.00008706356,0.000004180886,0.0001527925],"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":[0.0002456323,0.000111718,0.007358137,0.000003707575,0.000005959816,0.00002093755,0.001325187,0.0001990103,0.9888883,0.00002095957,0.0001402048,0.00168031],"study_design_scores_gemma":[0.002237724,0.001027845,0.9523715,0.00001973914,0.00003630176,0.0003233725,0.0004624106,0.002921629,0.03330945,0.006303726,0.0005190529,0.0004672345],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979635,0.00001718759,0.00005833558,0.001513524,0.00007672964,0.00008065422,0.0000040581,0.000009607104,0.0002763483],"genre_scores_gemma":[0.9989944,0.00002097252,0.0000581874,0.0007918061,0.0001091087,7.837655e-7,0.000004659351,0.000008581814,0.00001157941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9555788,"threshold_uncertainty_score":0.6780664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01947991421714339,"score_gpt":0.2323000946473689,"score_spread":0.2128201804302255,"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."}}