{"id":"W3158129033","doi":"10.1007/s11356-021-14033-y","title":"Sugarcane monoculture drives microbial community composition, activity and abundance of agricultural-related microorganisms","year":2021,"lang":"en","type":"article","venue":"Environmental Science and Pollution Research","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":70,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Agriculture","funders":"","keywords":"Monoculture; Acidobacteria; Microbial population biology; Agronomy; Soil carbon; Soil organic matter; Soil quality; Soil fertility; Soil ecology; Soil biology; Soil pH; Soil microbiology; Soil test; Biology; Soil biodiversity; Chemistry; Soil water; Ecology; Actinobacteria; 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":[0.0007963415,0.00009373244,0.0001198204,0.00002102556,0.001167134,0.00008473097,0.0001851226,0.00007809872,0.0001122121],"category_scores_gemma":[0.00003445872,0.00004403956,0.00002872793,0.000607692,0.001842368,0.0002101081,0.0003211628,0.0003341312,0.000006377417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009805246,"about_ca_system_score_gemma":0.00002291164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009025507,"about_ca_topic_score_gemma":0.0005087432,"domain_scores_codex":[0.9985614,0.000324712,0.0001227453,0.0002527958,0.0004544177,0.0002838911],"domain_scores_gemma":[0.9996006,0.00007473862,0.0000467836,0.00006762699,0.00006584518,0.0001444159],"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":[0.00001020036,0.0001167963,0.006004015,0.000003923428,0.000004535991,0.000001286733,0.0003976568,0.000001405111,0.9884306,0.0001084178,0.00003757929,0.004883632],"study_design_scores_gemma":[0.00009348191,0.00008072797,0.6181779,0.000008582667,0.000002685593,0.00003247958,0.001756455,0.00002954743,0.3795776,0.00007944346,0.00009595266,0.00006513171],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978465,0.0003182809,3.434265e-7,0.001343847,0.00003189526,0.0001194171,0.00007468896,0.00001091824,0.0002540737],"genre_scores_gemma":[0.9992877,0.0003611707,0.00004834649,0.00005517073,0.0000204792,0.000002826607,0.00003582758,6.631807e-7,0.0001878048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6121739,"threshold_uncertainty_score":0.8976767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01677976332601301,"score_gpt":0.2502729466577906,"score_spread":0.2334931833317776,"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."}}