{"id":"W2092369508","doi":"10.1021/es302202c","title":"Microbial Communities Involved in Methane Production from Hydrocarbons in Oil Sands Tailings","year":2012,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Tailings; Oil sands; BTEX; Environmental chemistry; Naphtha; Ethylbenzene; Enrichment culture; Bioremediation; Biodegradation; Petroleum; Methanogen; Hydrocarbon; Methane; Chemistry; Toluene; Environmental science; Biology; Bacteria; Ecology; Contamination; Organic chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0007224106,0.0001839708,0.0001888239,0.0004045456,0.0001334962,0.00001650369,0.0006156648,0.0001851991,0.0008501157],"category_scores_gemma":[0.00004811676,0.0001786765,0.00002762826,0.001309566,0.002440617,0.0005994425,0.0005635153,0.0003556004,0.000461816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008655593,"about_ca_system_score_gemma":0.00001592789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001809468,"about_ca_topic_score_gemma":0.003483599,"domain_scores_codex":[0.9982663,0.00006220656,0.0003122767,0.0003787054,0.0003109454,0.0006695788],"domain_scores_gemma":[0.9994089,0.00001990904,0.000102457,0.0003667814,7.159479e-7,0.0001012121],"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":[0.000007295718,0.0001475857,0.4032219,4.015045e-7,7.449245e-7,9.656657e-7,0.0007832901,0.00001110887,0.5927193,0.000004077638,0.00002101976,0.003082331],"study_design_scores_gemma":[0.0005059815,0.00004583387,0.2436289,0.00001809663,0.000004850605,0.000008134562,0.003320331,0.0001010519,0.7487593,0.0002267795,0.003065985,0.0003147903],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977515,0.0001099002,0.000003497608,0.0008730715,0.0003019683,0.0001300108,0.000008391523,0.00005668612,0.0007649479],"genre_scores_gemma":[0.9987823,0.0001697007,0.0006620681,0.0001811539,0.00003053745,0.00001435287,0.00002051994,0.00001024574,0.0001291131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.159593,"threshold_uncertainty_score":0.9308171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009483558463738115,"score_gpt":0.2081628877277986,"score_spread":0.1986793292640605,"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."}}