{"id":"W2794529768","doi":"10.1038/s41396-018-0096-y","title":"Global negative effects of nitrogen deposition on soil microbes","year":2018,"lang":"en","type":"article","venue":"The ISME Journal","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":698,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"National Key Research and Development Program of China; Doctorate Fellowship Foundation of Nanjing Forestry University; Chinese Government Scholarship; Priority Academic Program Development of Jiangsu Higher Education Institutions; Government of Jiangsu Province; Nanjing Forestry University","keywords":"Biomass (ecology); Ecosystem; Terrestrial ecosystem; Biology; Deposition (geology); Environmental chemistry; Nitrogen; Soil microbiology; Microbial population biology; Soil respiration; Agronomy; Respiration; Soil carbon; Ecology; Bacteria; Botany; Soil water; Chemistry; Sediment","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":[0.004118473,0.001332578,0.001339242,0.0009796554,0.0004356409,0.0009585255,0.0005124601,0.0005636514,0.0006347821],"category_scores_gemma":[0.003342475,0.0003139054,0.00282314,0.001203199,0.00075363,0.0007161061,0.001211477,0.0004916823,0.0000892892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004371096,"about_ca_system_score_gemma":0.000543502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009024287,"about_ca_topic_score_gemma":0.007618556,"domain_scores_codex":[0.997839,0.0008870076,0.0001551388,0.0008156696,0.0001936238,0.0001095665],"domain_scores_gemma":[0.9975568,0.00134257,0.0003754372,0.0003804945,0.0002628713,0.00008171745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009072637,0.00005764779,0.8771717,0.002506444,0.04081575,0.0003229444,0.0003532912,0.007025073,0.04471812,0.0006540876,0.0004866014,0.02498101],"study_design_scores_gemma":[0.00003512158,0.0002475722,0.9752917,0.000107012,0.009662839,0.0001375059,0.0003133853,0.005650988,0.005431635,0.0007607783,0.002327155,0.00003428523],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783958,0.01447854,0.004393919,0.0002823952,0.00008869018,0.00002071294,0.001396802,0.00008202086,0.0008611027],"genre_scores_gemma":[0.9957281,0.001679831,0.001422183,0.0001329234,0.00002050461,0.00001848778,0.0008667848,0.00002168672,0.000109491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009024287,"threshold_uncertainty_score":0.02178085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006944690816219228,"score_gpt":0.2129095525747727,"score_spread":0.2059648617585535,"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."}}