{"id":"W1982545109","doi":"10.1016/j.apsoil.2010.10.002","title":"No-till soil management increases microbial biomass and alters community profiles in soil aggregates","year":2010,"lang":"en","type":"article","venue":"Applied Soil Ecology","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":283,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada; University of Alberta","keywords":"Tillage; Microbial population biology; Biomass (ecology); Soil water; Soil structure; Agronomy; Glomalin; Organic matter; Conventional tillage; Community structure; Chemistry; Biology; Environmental science; Ecology; Bacteria; Symbiosis; Arbuscular mycorrhizal","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001709378,0.0002029457,0.0002453206,0.0002865417,0.0002192954,0.0004869793,0.0002051584,0.0002168835,0.0007019322],"category_scores_gemma":[0.0005140344,0.0001740745,0.000139331,0.000216945,0.0003845376,0.0003973921,0.000290713,0.0002349953,0.00009611314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006020525,"about_ca_system_score_gemma":0.0003964002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004583849,"about_ca_topic_score_gemma":0.00997695,"domain_scores_codex":[0.9997968,0.00002272796,0.00001439036,0.00005629635,0.00004293588,0.00006684464],"domain_scores_gemma":[0.9994237,0.00009496904,0.0001854772,0.00004695976,0.00005092808,0.0001979465],"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":[0.00128454,0.0001398167,0.02140993,0.00004409993,0.00004998983,0.00007971731,0.00007419148,0.0004097819,0.9724417,0.00008559714,0.00005704163,0.003923641],"study_design_scores_gemma":[0.00006977485,0.00183123,0.8173177,0.00001083556,0.00009854595,0.0002709674,0.0005003696,0.004867353,0.172925,0.0005433515,0.001543101,0.00002180487],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995104,0.00007816337,0.0001282139,0.00001243639,0.000003453212,0.000002197236,0.00002510944,0.000006774285,0.0002331694],"genre_scores_gemma":[0.9994708,0.00004936925,0.0001632691,0.00002037731,0.000002586638,0.000002765868,0.00005476239,0.000003098063,0.0002329577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004583849,"threshold_uncertainty_score":0.009114325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007736928022887282,"score_gpt":0.1970185219443961,"score_spread":0.1892815939215088,"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."}}