{"id":"W2053752147","doi":"10.2136/sssaj2008.0357","title":"Denitrifier Community Dynamics in Soil Aggregates under Permanent Grassland and Arable Cropping Systems","year":2009,"lang":"en","type":"article","venue":"Soil Science Society of America Journal","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Department of Agriculture; University of Guelph; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Denitrification; Denitrifying bacteria; Abundance (ecology); Arable land; Chemistry; Agronomy; Environmental science; Environmental chemistry; Ecology; Nitrogen; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002290832,0.0002731112,0.0002689935,0.0005576201,0.0003106671,0.000371933,0.0001587948,0.0002085547,0.0002294861],"category_scores_gemma":[0.0002996935,0.0001528441,0.0001420513,0.0003767191,0.0002688776,0.0003297966,0.0003396735,0.0001263893,0.00004070335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003981053,"about_ca_system_score_gemma":0.0002294931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007911115,"about_ca_topic_score_gemma":0.01627222,"domain_scores_codex":[0.999808,0.00002638949,0.00001609853,0.00007226415,0.00003994011,0.00003729377],"domain_scores_gemma":[0.99975,0.0000379256,0.00009766166,0.00001256805,0.000050298,0.00005169705],"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":[0.0005791391,0.0000881185,0.3925281,0.0001253516,0.0001595732,0.0002338678,0.0007266727,0.0009577638,0.5880605,0.0000613644,0.00005883251,0.01642078],"study_design_scores_gemma":[0.000003942511,0.0001755261,0.9957599,0.000002270623,0.00002158218,0.00005703174,0.0002320155,0.0006383903,0.002950904,0.00002302722,0.0001309955,0.000004398918],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998228,0.00004106947,0.00004878777,0.00000202207,4.359931e-7,0.000001785805,0.00002743595,0.000001783905,0.00005386581],"genre_scores_gemma":[0.9994764,0.0000607317,0.0002291274,0.000006114219,0.000001891277,0.000006507583,0.0001361599,0.000001021276,0.00008210599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007911115,"threshold_uncertainty_score":0.01573014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01542941719077788,"score_gpt":0.2341206053301237,"score_spread":0.2186911881393458,"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."}}