{"id":"W1750149590","doi":"10.1111/j.1574-6941.2006.00250.x","title":"Comparative phylogenetic analysis of microbial communities in pristine and hydrocarbon-contaminated Alpine soils","year":2007,"lang":"en","type":"article","venue":"FEMS Microbiology Ecology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Biotechnology Research Institute","funders":"","keywords":"Actinobacteria; Gammaproteobacteria; Biology; Temperature gradient gel electrophoresis; Proteobacteria; Betaproteobacteria; Alphaproteobacteria; Soil microbiology; Soil water; Rhodococcus; Microbial population biology; Bacilli; Botany; Ecology; Bacteria; 16S ribosomal RNA","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000803432,0.0002717437,0.001078824,0.0004704116,0.0001651176,0.000003778207,0.0004610982,0.0004778609,0.002560084],"category_scores_gemma":[0.00003495431,0.000276765,0.0000996048,0.0007979231,0.00251665,0.00004331415,0.0005951737,0.0005075083,0.0000512547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000127093,"about_ca_system_score_gemma":0.00002217167,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002797402,"about_ca_topic_score_gemma":0.2104339,"domain_scores_codex":[0.9974965,0.0008145891,0.0006946459,0.0003396051,0.00002511052,0.0006295562],"domain_scores_gemma":[0.9982414,0.0009515501,0.0003107027,0.0004019918,0.00002561147,0.00006880633],"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":[0.000230678,0.0002815447,0.3085688,0.000006941737,0.0003711786,0.00001031797,0.002942879,0.0005640758,0.6863591,0.00006239247,0.0004018529,0.0002001862],"study_design_scores_gemma":[0.001138988,0.000561803,0.9811567,0.000006891508,0.0002502669,0.00005817887,0.0006961799,0.0003652008,0.01340453,0.0001656362,0.001894663,0.0003009567],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997719,0.0001647368,0.00005130092,0.00008907249,0.0001506217,0.0003031296,0.00006609586,0.00002022273,0.001435794],"genre_scores_gemma":[0.9983087,0.00006844929,0.000361293,0.0005265165,0.00001241423,0.00001012309,0.000592707,0.00001048048,0.0001092941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6729546,"threshold_uncertainty_score":0.9999685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01325410353653905,"score_gpt":0.2445842360789733,"score_spread":0.2313301325424342,"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."}}