{"id":"W2298806918","doi":"10.1016/j.pedobi.2016.03.002","title":"Succession of soil microbial communities and enzyme activities in artificial soils","year":2016,"lang":"en","type":"article","venue":"Pedobiologia","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria; University of Waterloo","funders":"Deutsche Forschungsgemeinschaft","keywords":"Microbial population biology; Ecological succession; Dominance (genetics); Acidobacteria; Soil water; Incubation; Ecology; Biology; Agronomy; Environmental chemistry; Chemistry; Proteobacteria; 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":[0.0001976127,0.00009767389,0.0001728141,0.00001878716,0.00006066163,0.00001374716,0.0001311857,0.0001085851,0.0000973459],"category_scores_gemma":[0.00003190963,0.00003053093,0.00004044503,0.00009202643,0.0002352337,0.00008975377,0.00009718553,0.00006867315,0.000003184689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001364326,"about_ca_system_score_gemma":0.000006870373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001694836,"about_ca_topic_score_gemma":0.01541462,"domain_scores_codex":[0.9993545,0.0001194587,0.0001778797,0.0001135923,0.00005205988,0.0001825026],"domain_scores_gemma":[0.9994506,0.0003845875,0.00007206004,0.00004313744,0.00002094474,0.00002872217],"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":[0.00006854425,0.00004273245,0.1121228,0.000003783305,0.00000355346,8.384984e-7,0.0001097936,4.64453e-7,0.8650213,0.0004051842,0.00002476843,0.02219621],"study_design_scores_gemma":[0.0004482308,0.0005513209,0.6314866,0.0001323486,0.000009382187,0.00001446909,0.003252461,0.0002226176,0.360132,0.003023904,0.0003167381,0.0004099333],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990911,0.0001088531,0.000001111893,0.0003383211,0.00007720157,0.00005998681,0.0000612263,0.00002719838,0.0002349845],"genre_scores_gemma":[0.999595,0.0002089787,0.00001630395,0.0000501832,0.0000630071,0.00000570656,0.00001582706,6.371944e-7,0.00004439865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5193638,"threshold_uncertainty_score":0.860172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02226673658599,"score_gpt":0.2258870839834375,"score_spread":0.2036203473974475,"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."}}