{"id":"W1967458839","doi":"10.1016/j.soilbio.2010.05.010","title":"Microbial community structure in restored riparian soils of the Canadian prairie pothole region","year":2010,"lang":"en","type":"article","venue":"Soil Biology and Biochemistry","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":71,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Environmental science; Species evenness; Microbial population biology; Soil water; Species richness; Wetland; Biomass (ecology); Ecology; Ecosystem; Riparian zone; Community structure; Agronomy; Biology; Soil science; Habitat","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002249992,0.00009895893,0.0001320483,0.00001702178,0.0004393018,0.000004184411,0.0004126005,0.0005319171,0.0002450485],"category_scores_gemma":[0.0001072857,0.0000752954,0.00002903062,0.0001012316,0.001672047,0.00002061619,0.0002559596,0.00109748,0.000003482714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004117088,"about_ca_system_score_gemma":0.00008356477,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1499877,"about_ca_topic_score_gemma":0.9335849,"domain_scores_codex":[0.9992256,0.0002798683,0.0001329012,0.0001320011,0.00001871744,0.0002109522],"domain_scores_gemma":[0.999386,0.00006330999,0.00007551882,0.0004068204,0.000007286583,0.00006110247],"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":[0.00002077274,0.00002451988,0.1807404,0.000007330063,0.000004245145,7.038553e-7,0.0002049437,0.000002741683,0.8170475,0.00007643409,0.001653677,0.0002167413],"study_design_scores_gemma":[0.0003769468,0.00003859233,0.7162607,0.000009916598,0.000007930279,0.00005494083,0.00009794419,0.000005015155,0.2713696,0.006546509,0.005075483,0.0001564427],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958928,0.00001348934,1.418251e-7,0.001205256,0.0001602952,0.00006600076,0.0000503568,0.000004708343,0.002606899],"genre_scores_gemma":[0.9993011,0.000002319468,0.00003445104,0.0004407305,0.00002493947,0.00000172163,0.00006824675,0.000003371471,0.0001230722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7835972,"threshold_uncertainty_score":0.8556726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007384193835618492,"score_gpt":0.2164036121508368,"score_spread":0.2090194183152183,"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."}}