{"id":"W3144485815","doi":"10.3390/su13073768","title":"Effects of Canada Goldenrod Invasion on Soil Extracellular Enzyme Activities and Ecoenzymatic Stoichiometry","year":2021,"lang":"en","type":"article","venue":"Sustainability","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Extracellular; Biogeochemical cycle; Nutrient cycle; Nutrient; Biology; Soil organic matter; Soil carbon; Ecosystem; Metabolic pathway; Nitrogen cycle; Ecological stoichiometry; Chemistry; Ecology; Enzyme; Botany; Nitrogen; Soil water; Biochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002234345,0.0001234815,0.0002111735,0.00001242011,0.000110307,0.00002190378,0.00008658278,0.00007041542,0.00003452859],"category_scores_gemma":[0.0007457148,0.00005677356,0.00005709697,0.0003076066,0.00007664013,0.00005233536,0.00008261426,0.0001152164,1.969832e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002773836,"about_ca_system_score_gemma":0.0002608144,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04200766,"about_ca_topic_score_gemma":0.3017915,"domain_scores_codex":[0.9989213,0.0001857544,0.0001461237,0.0002642694,0.000241088,0.0002415082],"domain_scores_gemma":[0.9987696,0.0008084436,0.00006521813,0.00008476211,0.0001726247,0.00009928886],"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":[0.0004151359,0.001775634,0.1396189,0.004236232,0.0001662102,0.0007009825,0.001142214,0.0001989844,0.7308089,0.007766421,0.002314019,0.1108564],"study_design_scores_gemma":[0.0003610845,0.0003665168,0.6188164,0.00004213987,0.00002900845,0.00001146437,0.004947425,0.000754543,0.3686998,0.004763241,0.0008623663,0.0003459632],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977832,0.00079608,0.000001697117,0.001031967,0.00007166404,0.0001711015,0.00001002268,0.00001886387,0.0001154075],"genre_scores_gemma":[0.9993683,0.00001958212,0.000008772799,0.00009776881,0.00003292278,0.000009924067,0.000009648586,0.000001007712,0.0004520336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4791975,"threshold_uncertainty_score":0.9643717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004394351321453552,"score_gpt":0.1859048180851876,"score_spread":0.1815104667637341,"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."}}