{"id":"W7162714398","doi":"","title":"Impacts of Continuous Monocropping vs Crop Rotation on Soil Microbial Dynamics and Carbon Cycling","year":2023,"lang":"en","type":"other","venue":"University Library (University of Saskatchewan)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Monocropping; Crop rotation; Cycling; Carbon cycle; Soil carbon; Crop; Carbon fibers","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":[0.0004623999,0.0002685451,0.0003200696,0.0003529132,0.0004556806,0.0008329228,0.0006428096,0.0003382242,0.04574883],"category_scores_gemma":[0.001389055,0.000125256,0.0002277502,0.0004830367,0.0002685061,0.0003315004,0.0007143983,0.0002601929,0.006515569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001601524,"about_ca_system_score_gemma":0.003848863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1050261,"about_ca_topic_score_gemma":0.2735004,"domain_scores_codex":[0.9996276,0.00005949849,0.000007904759,0.0000575397,0.0001303535,0.0001171448],"domain_scores_gemma":[0.9980931,0.0004291788,0.0001365045,0.0001715822,0.0008047065,0.000365039],"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":[0.02059512,0.00249846,0.09106537,0.00145973,0.000399678,0.00146276,0.0004860421,0.004364182,0.4340892,0.001792551,0.09719451,0.3445924],"study_design_scores_gemma":[0.001124302,0.004047464,0.8077051,0.0002113739,0.0003223718,0.0002700257,0.002147041,0.007313957,0.08829442,0.001933946,0.08649781,0.0001321282],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9214802,0.0005164898,0.0005094963,0.0006608443,0.0002096866,0.0001859393,0.01112232,0.0003536998,0.06496134],"genre_scores_gemma":[0.8935348,0.0008169111,0.001564023,0.0003109752,0.00002772075,0.0001386227,0.006094917,0.0002138145,0.09729828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1050261,"threshold_uncertainty_score":0.2088296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005854369971888587,"score_gpt":0.1697644425161761,"score_spread":0.1639100725442875,"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."}}