{"id":"W2124723853","doi":"10.1111/gcb.13068","title":"Global change pressures on soils from land use and management","year":2015,"lang":"en","type":"review","venue":"Global Change Biology","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":1014,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"European Commission; Sight Research UK; Leverhulme Trust; National Aeronautics and Space Administration; Seventh Framework Programme; Natural Environment Research Council; U.S. Department of Energy; National Science Foundation","keywords":"Environmental science; Soil functions; Soil water; Ecosystem services; Land use; Soil governance; Environmental resource management; Ecosystem; Environmental protection; Soil health; Soil fertility; Soil biodiversity; Soil organic matter; Soil science; Ecology","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":[0.0001545863,0.0005034029,0.001055967,0.00001537497,0.00007754338,0.00009023509,0.0004049855,0.0006562045,0.00004201136],"category_scores_gemma":[0.00002276359,0.0001924503,0.0002245638,0.0003214528,0.0001070933,0.00007659027,0.000411984,0.0001217711,0.00007628286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001601155,"about_ca_system_score_gemma":0.000008453052,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009357937,"about_ca_topic_score_gemma":0.005934486,"domain_scores_codex":[0.9980012,0.0002882338,0.0002874363,0.0007481129,0.0001755536,0.0004994343],"domain_scores_gemma":[0.9992619,0.00009858605,0.0002014679,0.0001501363,0.00005010717,0.0002378684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002672802,0.00004547537,0.01795064,0.000232543,0.0001466695,0.00003119231,0.000006741678,2.100101e-9,3.638513e-8,0.000753491,0.0008907164,0.9799157],"study_design_scores_gemma":[0.0001435968,0.0002903375,0.03427658,0.0005702415,0.0003330658,0.00001940303,0.000009418836,0.00000655158,1.118291e-8,0.000674353,0.9632808,0.0003956615],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01959644,0.9688486,1.139668e-7,0.0001136999,0.0007042102,0.001029811,0.008845564,0.0001057157,0.0007558048],"genre_scores_gemma":[0.001146502,0.9938911,0.00002543367,0.0006595274,0.001493582,0.0002810432,0.002469948,0.000002388558,0.00003047048],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9795201,"threshold_uncertainty_score":0.9972388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1973689377857421,"score_gpt":0.3335430758282211,"score_spread":0.136174138042479,"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."}}