{"id":"W4283691650","doi":"10.3389/fsoil.2022.814554","title":"Carbon, Nitrogen, Phosphorus, and Extracellular Soil Enzyme Responses to Different Land Use","year":2022,"lang":"en","type":"article","venue":"Frontiers in Soil Science","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Chemistry; Agronomy; Phosphomonoesterase; Soil organic matter; Humus; Hordeum vulgare; Soil carbon; Soil fertility; Manure; Soil pH; Tillage; Soil water; Environmental science; Soil science; Biology; Poaceae; Biochemistry; Phosphatase; Enzyme","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":[0.0007849672,0.0001882978,0.00023083,0.00009182248,0.0005271139,0.0001624998,0.0005777192,0.00004699785,0.00002480877],"category_scores_gemma":[0.0001656629,0.00009361084,0.00005341526,0.001274388,0.0003161094,0.0001516062,0.0005092354,0.0002265571,0.000001416518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001810982,"about_ca_system_score_gemma":0.00004489707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002796053,"about_ca_topic_score_gemma":0.001721996,"domain_scores_codex":[0.9977834,0.0001483379,0.0002312091,0.0006118226,0.0006521453,0.0005731422],"domain_scores_gemma":[0.999391,0.0001097667,0.00006484947,0.0001311349,0.00004553394,0.0002576944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001375999,0.00006951827,0.9606686,0.000001521346,0.000004363726,0.00002749673,0.0002625666,0.0001313332,0.03014176,0.00005498529,0.0003404469,0.008159818],"study_design_scores_gemma":[0.0004538225,0.000556495,0.9356461,0.00001746878,0.0000217544,0.00004355578,0.002175425,0.03678355,0.01332278,0.001689871,0.008570307,0.0007188853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965301,0.001954646,0.000007147759,0.0004464799,0.0006337784,0.000214104,0.00004525174,0.00005295527,0.0001155822],"genre_scores_gemma":[0.9987322,0.00008981617,0.0002460387,0.0004234373,0.00004643901,0.00006123517,0.000007034162,0.000002150874,0.0003916278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03665222,"threshold_uncertainty_score":0.4226815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01413870556064576,"score_gpt":0.2082050078353656,"score_spread":0.1940663022747198,"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."}}