{"id":"W3044670493","doi":"10.1016/j.geoderma.2020.114585","title":"Contrasting responses of soil exoenzymatic interactions and the dissociated carbon transformation to short- and long-term drainage in a minerotrophic peatland","year":2020,"lang":"en","type":"article","venue":"Geoderma","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"Fundamental Research Funds for the Central Universities; National Key Research and Development Program of China; People's Government of Jilin Province; National Natural Science Foundation of China","keywords":"Peat; Drainage; Nutrient; Environmental science; Ecology; Ecosystem; Biogeochemical cycle; Water table; Hydrology (agriculture); Geology; Biology; Groundwater","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":[0.000170186,0.00007911441,0.0001717846,0.00002927166,0.000057806,0.00001837893,0.00005826361,0.00002803333,0.00004252164],"category_scores_gemma":[0.00009387204,0.00005587103,0.00001842947,0.0001188159,0.0001066874,0.00008101632,0.00005306879,0.00008327844,0.000001590529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002050559,"about_ca_system_score_gemma":0.000003932309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00025744,"about_ca_topic_score_gemma":0.002537467,"domain_scores_codex":[0.9993399,0.0001029865,0.0002072394,0.0001291396,0.00007741404,0.0001433525],"domain_scores_gemma":[0.999671,0.0001674988,0.00003989024,0.00005548577,0.000004051282,0.00006207346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009218577,0.00005065636,0.9526201,0.00007927802,0.00002874301,0.0000305408,0.02423198,0.000477319,0.01806709,0.00003960511,0.0000552149,0.003397625],"study_design_scores_gemma":[0.001207976,0.00007794982,0.9743351,0.00003058051,0.00002274623,0.00002060979,0.0002182359,0.02377092,0.0001492725,0.00006792859,0.00002154896,0.00007716083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947043,0.00005010724,0.0001161571,0.003989201,0.00001430581,0.0002675189,0.000005818777,0.000009708455,0.0008428893],"genre_scores_gemma":[0.9995638,0.00002120001,0.00001185071,0.0003211905,0.00001156614,0.00002439999,0.000007122072,0.000004455314,0.00003444625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02401374,"threshold_uncertainty_score":0.2278354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01467153208496486,"score_gpt":0.2389434325971727,"score_spread":0.2242719005122079,"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."}}