{"id":"W2132922200","doi":"10.1016/j.ibiod.2012.04.009","title":"Anaerobic biodegradation of crude oil under sulphate-reducing conditions leads to only modest enrichment of recognized sulphate-reducing taxa","year":2012,"lang":"en","type":"article","venue":"International Biodeterioration & Biodegradation","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":138,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Microcosm; Firmicutes; Desulfovibrio; Proteobacteria; Deltaproteobacteria; Gammaproteobacteria; Biology; Environmental chemistry; Microbiology; Chemistry; 16S ribosomal RNA; Ecology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007133419,0.0003457044,0.0003584157,0.0004278801,0.0001629659,0.00008917924,0.0004024683,0.0001926063,0.00206093],"category_scores_gemma":[0.0001782077,0.0003396172,0.0001547316,0.0007932224,0.0001924538,0.001423939,0.0001531674,0.0001357342,0.0004360878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005611053,"about_ca_system_score_gemma":0.00008680408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001103897,"about_ca_topic_score_gemma":0.0002935574,"domain_scores_codex":[0.9968469,0.000163111,0.001195334,0.0005362701,0.0008421228,0.0004162696],"domain_scores_gemma":[0.9981529,0.00008180167,0.0009180942,0.0003683911,0.0002509653,0.0002278799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001192613,0.00036516,0.01647956,0.00001881811,0.00004357391,2.697158e-7,0.0005853718,0.001086257,0.9654408,0.0003342895,0.0009492852,0.01457739],"study_design_scores_gemma":[0.001027002,0.0001833223,0.08356149,0.0001252886,0.00006704152,0.0000109288,0.0002599632,0.001571009,0.9103343,0.00006193664,0.0022997,0.0004980554],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910389,0.00005243331,0.004619008,0.001333356,0.001238146,0.0003759382,0.0005852389,0.00007256084,0.0006844001],"genre_scores_gemma":[0.9884989,0.0001043879,0.008286486,0.0003185896,0.0001364908,0.00002896695,0.002025561,0.00002787938,0.0005727146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06708192,"threshold_uncertainty_score":0.9999056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0226965000196451,"score_gpt":0.2743897745618574,"score_spread":0.2516932745422122,"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."}}