{"id":"W4313891716","doi":"10.1007/s11769-023-1335-3","title":"Residue Return Effects Outweigh Tillage Effects on Soil Microbial Communities and Functional Genes in Black Soil of Northeast China","year":2023,"lang":"en","type":"article","venue":"Chinese Geographical Science","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Acidobacteria; Gemmatimonadetes; Tillage; Microbial population biology; Chloroflexi (class); Proteobacteria; Agronomy; Biology; Chemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007745397,0.000229718,0.0003001798,0.0001730577,0.000364967,0.00007776025,0.0003981365,0.0001253658,0.00001355322],"category_scores_gemma":[0.000162879,0.00009488656,0.0001231196,0.003237143,0.001270894,0.0001250262,0.0002843144,0.0002744495,0.000009861074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001714729,"about_ca_system_score_gemma":0.00002001297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002165707,"about_ca_topic_score_gemma":0.01525554,"domain_scores_codex":[0.9982626,0.00015998,0.000220336,0.0003791071,0.0005083212,0.0004696452],"domain_scores_gemma":[0.9987913,0.0007485741,0.00008003174,0.0001314331,0.00006992342,0.0001787124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009399604,0.0000835459,0.7956847,0.00005554575,0.000007137373,0.000012675,0.0002784243,0.00007155212,0.1974054,0.0002638216,0.00002911622,0.006014108],"study_design_scores_gemma":[0.0002965026,0.0002927704,0.9892284,0.00006485273,0.000005990398,0.000006147299,0.000101771,0.003568255,0.00433712,0.001895511,0.000009808722,0.00019288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979927,0.000101854,3.272006e-7,0.001111508,0.0002182761,0.0002042339,0.00002164095,0.00008542835,0.0002640135],"genre_scores_gemma":[0.999473,0.0001273981,0.000006662175,0.0001824295,0.0001320537,0.00001410314,0.00003622352,0.000002123656,0.00002595628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1935437,"threshold_uncertainty_score":0.8512951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007751308570795922,"score_gpt":0.2064400047339681,"score_spread":0.1986886961631722,"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."}}