{"id":"W4247726920","doi":"10.5194/soild-2-537-2015","title":"Biogeochemical cycles and biodiversity as key drivers of ecosystem services provided by soils","year":2015,"lang":"en","type":"preprint","venue":"","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"Priority Academic Program Development of Jiangsu Higher Education Institutions; Natural Environment Research Council; Sight Research UK; Leverhulme Trust; Gordon and Betty Moore Foundation","keywords":"Ecosystem services; Environmental resource management; Biodiversity; Soil functions; Biogeochemical cycle; Ecosystem; Provisioning; Business; Soil water; Soil biodiversity; Environmental science; Ecology; Soil fertility; Computer science; Soil science; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001051787,0.0003309115,0.0004119969,0.0006974778,0.0002546347,0.002267549,0.0002447216,0.0005716814,0.001931823],"category_scores_gemma":[0.002161622,0.0001223904,0.0003105222,0.001283449,0.0006890626,0.001611856,0.000712371,0.0006270342,0.0002341635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001173261,"about_ca_system_score_gemma":0.001406835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002547376,"about_ca_topic_score_gemma":0.003773036,"domain_scores_codex":[0.9995918,0.0001574935,0.00002716554,0.00006856812,0.0001070304,0.00004798861],"domain_scores_gemma":[0.9989908,0.0004898185,0.0002059302,0.00002623488,0.0002087302,0.000078387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000466373,0.0001323422,0.1094981,0.02397601,0.001525903,0.001380369,0.002821724,0.01660164,0.03769615,0.2539133,0.03073362,0.5212544],"study_design_scores_gemma":[0.00004774458,0.0002705278,0.2384276,0.007004232,0.001090618,0.001216311,0.005774796,0.01041218,0.01624929,0.2451058,0.4741544,0.0002464638],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2144326,0.7161055,0.0124744,0.01841865,0.0008874584,0.00004850599,0.001117804,0.0001051539,0.03640997],"genre_scores_gemma":[0.7759987,0.2164922,0.00351034,0.0009175967,0.000248124,0.00002340468,0.0003125783,0.00003006795,0.002467086],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002547376,"threshold_uncertainty_score":0.008512616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01325151574718743,"score_gpt":0.2066697187229935,"score_spread":0.1934182029758061,"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."}}