{"id":"W2045978961","doi":"10.1007/s12155-009-9073-7","title":"Bacterial Communities in the Rhizosphere of Biofuel Crops Grown on Marginal Lands as Evaluated by 16S rRNA Gene Pyrosequences","year":2010,"lang":"en","type":"article","venue":"BioEnergy Research","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Great Lakes Bioenergy Research Center; Oulun Yliopisto; Office of Science; Université de Montréal; Université du Québec à Montréal; U.S. Department of Energy","keywords":"Rhizosphere; Acidobacteria; Biology; Actinobacteria; Gemmatimonadetes; Bacterial phyla; Proteobacteria; Community structure; Verrucomicrobia; Agronomy; Microbial population biology; Biofuel; Agroecosystem; Botany; Agriculture; Ecology; 16S ribosomal RNA; Bacteria","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001533159,0.0003450653,0.0002804868,0.0004094455,0.0003659331,0.0005417753,0.0001499357,0.0002146578,0.0005870272],"category_scores_gemma":[0.0002803994,0.000180495,0.0001454979,0.000423267,0.0002903352,0.0003237539,0.0002840339,0.0002730198,0.0002216866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002302521,"about_ca_system_score_gemma":0.0003898781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005589464,"about_ca_topic_score_gemma":0.006499748,"domain_scores_codex":[0.9998529,0.00001431897,0.000008733216,0.0000399167,0.00003713159,0.00004700045],"domain_scores_gemma":[0.9998112,0.00003534118,0.00002342526,0.000007713856,0.00006061512,0.00006164158],"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":[0.0004667098,0.00003417952,0.008824018,0.00003621269,0.00001007663,0.00003758149,0.000177601,0.00005114153,0.9886939,0.00002815225,0.000016897,0.001623553],"study_design_scores_gemma":[0.00003239216,0.001078217,0.687888,0.00002877018,0.00008180018,0.0003478061,0.002157988,0.001440101,0.3051373,0.0002003597,0.001580051,0.00002727491],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993379,0.0001079442,0.00009670342,0.000007711784,0.000002382306,0.000003426139,0.00024793,0.000002001467,0.0001940797],"genre_scores_gemma":[0.9973604,0.0002057159,0.0005668503,0.00001547147,0.000005129343,0.00001476771,0.00111365,0.000007196645,0.0007108835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005589464,"threshold_uncertainty_score":0.01111382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04885551755288245,"score_gpt":0.3384446479873373,"score_spread":0.2895891304344549,"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."}}