{"id":"W2886625337","doi":"10.1139/cjm-2018-0134","title":"Bulk soil bacterial community structure and function respond to long-term organic and conventional agricultural management","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Leopold Center for Sustainable Agriculture, Iowa State University","keywords":"Edaphic; Soil functions; Soil health; Biology; Soil water; Soil management; Agronomy; Soil biodiversity; Ecology; Environmental science; Soil organic matter","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0002272231,0.0002268173,0.0002493276,0.0003180599,0.0002532141,0.0005292018,0.0001957975,0.0002172097,0.0004631061],"category_scores_gemma":[0.0004799844,0.000117469,0.0001420296,0.0003550845,0.0003370424,0.0003265136,0.0004613445,0.0001685489,0.00006377936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006781708,"about_ca_system_score_gemma":0.0004523831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005493886,"about_ca_topic_score_gemma":0.01936283,"domain_scores_codex":[0.9997032,0.00003441583,0.00001896406,0.00008313984,0.00005176834,0.0001085482],"domain_scores_gemma":[0.9995578,0.00005264526,0.0001800738,0.00002436483,0.00006427236,0.0001209069],"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":[0.001657578,0.0002886059,0.3541116,0.00008113655,0.0001247409,0.0001417806,0.0003333094,0.0005298137,0.6257467,0.00007805222,0.0001089974,0.01679785],"study_design_scores_gemma":[0.000004285781,0.0003137108,0.9961391,0.000002072664,0.0000131621,0.00002674786,0.0001996547,0.0002336701,0.002828097,0.0000363916,0.0001988678,0.000004221054],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997157,0.00005455144,0.0000579,0.000005981989,0.000001200008,0.000002260497,0.00004499612,0.000001307223,0.0001161024],"genre_scores_gemma":[0.9994777,0.00004421977,0.0001481739,0.00001782575,0.000003012898,0.000006250852,0.0001408605,0.000001200452,0.0001608788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005493886,"threshold_uncertainty_score":0.0109238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009695315084245346,"score_gpt":0.190562393077518,"score_spread":0.1808670779932726,"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."}}