{"id":"W7001866891","doi":"","title":"Land-use, landform, and seasonal-dependent changes in microbial communities and their impact on nitrous oxide emission activities","year":2009,"lang":"en","type":"article","venue":"University Library - University of Saskatchewan (University of Saskatchewan)","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nitrification; Microbial population biology; Nitrous oxide; Soil water; Denitrification; Denitrifying bacteria; Community structure","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002748946,0.000137065,0.0001580585,0.0003200889,0.0001671264,0.0003474361,0.0001508899,0.0001866054,0.0008121902],"category_scores_gemma":[0.0005147206,0.0001049283,0.000270012,0.0005280851,0.0002677683,0.00032178,0.0002692082,0.0001383465,0.0001154719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003234165,"about_ca_system_score_gemma":0.0002137489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01131346,"about_ca_topic_score_gemma":0.02446168,"domain_scores_codex":[0.9998123,0.00005462481,0.000008806955,0.00005500202,0.00001974384,0.00004944513],"domain_scores_gemma":[0.9996244,0.00007970093,0.0001240927,0.00002543584,0.0000461249,0.0001002819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003521226,0.000120266,0.9704248,0.00002225326,0.0001294547,0.0001514264,0.000223677,0.0002529415,0.02235522,0.00005109123,0.00008590682,0.005830841],"study_design_scores_gemma":[7.21391e-7,0.00002697118,0.999605,5.137879e-7,0.000004770203,0.00001565221,0.00006529942,0.000131083,0.00009388402,0.000008772799,0.00004661326,7.79099e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997259,0.00005070578,0.00002918722,0.0000100955,9.901773e-7,0.000001766649,0.00006792499,9.882961e-7,0.0001124623],"genre_scores_gemma":[0.9996212,0.00004530074,0.00005040811,0.000008711796,0.000002428934,0.000003436782,0.000128148,0.000001343869,0.000139145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01131346,"threshold_uncertainty_score":0.02249521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008457134962567487,"score_gpt":0.1609398103658889,"score_spread":0.1524826754033214,"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."}}