{"id":"W2065411832","doi":"10.1007/s00248-010-9752-0","title":"Land Use Intensity Controls Actinobacterial Community Structure","year":2010,"lang":"en","type":"article","venue":"Microbial Ecology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Ottawa","funders":"Ministerstvo Školství, Mládeže a Tělovýchovy","keywords":"Actinobacteria; Biology; Terminal restriction fragment length polymorphism; Amplicon; Soil water; 16S ribosomal RNA; Microbial ecology; Soil microbiology; Restriction fragment length polymorphism; Botany; Ecology; Bacteria; Polymerase chain reaction; Gene; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001792229,0.0001528615,0.0002111168,0.0003915462,0.0001611357,0.0005133166,0.0001779863,0.0001724737,0.001736278],"category_scores_gemma":[0.0004932611,0.0001791665,0.0001420106,0.0003836729,0.0003444686,0.0002492368,0.0003022766,0.0001423998,0.0003920528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002805189,"about_ca_system_score_gemma":0.0001597487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003020045,"about_ca_topic_score_gemma":0.005093844,"domain_scores_codex":[0.9997389,0.00005973539,0.00001314605,0.00007061294,0.00003815533,0.00007955044],"domain_scores_gemma":[0.9995409,0.0001233727,0.0001198485,0.0000386639,0.00006372132,0.0001134862],"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":[0.0005554162,0.0001035933,0.2781037,0.00004835801,0.00006916549,0.0001739163,0.0002289829,0.0002306391,0.7119342,0.0001313779,0.0001824742,0.008238246],"study_design_scores_gemma":[0.000004071948,0.00007529998,0.989813,0.000002675756,0.00001184128,0.00007711486,0.0001503171,0.0003878638,0.008850248,0.00006231625,0.0005602075,0.000005040091],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992005,0.0001269255,0.0001570806,0.0000157434,0.000001735387,0.000002647639,0.00008292142,0.000007817226,0.0004045042],"genre_scores_gemma":[0.9989428,0.00008696628,0.0001003293,0.00001713026,0.000003067154,0.00000451738,0.0002173488,0.000008618229,0.0006192924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003020045,"threshold_uncertainty_score":0.00600493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01046473267339099,"score_gpt":0.2143274969286764,"score_spread":0.2038627642552854,"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."}}