{"id":"W4388067771","doi":"","title":"Next-generation sequencing of microbial communities from a strongly anthropogenic soil","year":2013,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Environmental science; Microbial population biology; Earth science; Ecology; Geology; Biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004354269,0.0003861205,0.0005098964,0.0004910661,0.0005898761,0.0009907156,0.0003217309,0.00111237,0.001689424],"category_scores_gemma":[0.001033755,0.0002343214,0.0005513511,0.0006271701,0.0003553272,0.0005861067,0.0006596665,0.0007573395,0.0006761772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002469617,"about_ca_system_score_gemma":0.0004882367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001625064,"about_ca_topic_score_gemma":0.003404681,"domain_scores_codex":[0.999699,0.00003775359,0.00001019727,0.0001135024,0.00009211474,0.00004744153],"domain_scores_gemma":[0.9994841,0.0001907327,0.00005976712,0.00005084627,0.0001262519,0.00008824874],"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":[0.000250835,0.00005502127,0.007828225,0.0001139595,0.00005411263,0.0001213235,0.0001794267,0.001307304,0.9743537,0.0002750536,0.0006726073,0.0147883],"study_design_scores_gemma":[0.0000907225,0.0007144929,0.2088523,0.00007841164,0.0003421319,0.001143691,0.001062526,0.03775863,0.7019345,0.006956099,0.04095889,0.0001076879],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9490782,0.001220447,0.03881444,0.0006331663,0.0001882556,0.00004939913,0.006688185,0.0003781025,0.002949738],"genre_scores_gemma":[0.9130955,0.001372581,0.06678222,0.0006317759,0.0001580262,0.0001281837,0.01389838,0.0001933539,0.003739796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001689424,"threshold_uncertainty_score":0.005651712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03620558164981137,"score_gpt":0.2249441160766099,"score_spread":0.1887385344267985,"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."}}