{"id":"W2121361681","doi":"10.1111/gcbb.12289","title":"Influence of corn, switchgrass, and prairie cropping systems on soil microbial communities in the upper Midwest of the United States","year":2015,"lang":"en","type":"article","venue":"GCB Bioenergy","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Office of Science; Great Lakes Bioenergy Research Center; Joint Genome Institute; U.S. Department of Energy","keywords":"Agronomy; Microbial population biology; Biomass (ecology); Biology; Ecosystem; Environmental science; Ecology; Bacteria","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":[0.0005117205,0.0001478698,0.000164369,0.0003113731,0.0003045442,0.0005108166,0.0002513945,0.0001163705,0.000413894],"category_scores_gemma":[0.0005778268,0.00009753155,0.0001381066,0.0004502959,0.000360982,0.0002249965,0.0004936984,0.0001764601,0.00003131244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001091125,"about_ca_system_score_gemma":0.0006707145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1716057,"about_ca_topic_score_gemma":0.3746824,"domain_scores_codex":[0.9997038,0.00008209312,0.00001935712,0.00008759509,0.00003906057,0.00006810784],"domain_scores_gemma":[0.9993469,0.0001247692,0.0002413223,0.00004097713,0.00009333013,0.0001526676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002731949,0.00007796293,0.9859172,0.00001583214,0.00008592082,0.00007217802,0.0003083261,0.0002547916,0.008170179,0.00006244284,0.00008077528,0.004681266],"study_design_scores_gemma":[0.000002263991,0.00003534979,0.999151,0.00000378681,0.00001068614,0.00001112853,0.0003323364,0.0001377214,0.0001971491,0.00001092857,0.0001062392,0.000001479258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997265,0.00005898216,0.00001868715,0.00001203772,6.459121e-7,0.000001345076,0.00007372701,7.689489e-7,0.0001073566],"genre_scores_gemma":[0.9996948,0.00005898519,0.00006205121,0.00001942111,6.960919e-7,0.000002992502,0.0001054714,5.582699e-7,0.0000549803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1716057,"threshold_uncertainty_score":0.3412137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02520631378233867,"score_gpt":0.2149832482105441,"score_spread":0.1897769344282054,"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."}}