{"id":"W3186087709","doi":"10.3390/microorganisms9081569","title":"Methanogenic Biodegradation of iso-Alkanes by Indigenous Microbes from Two Different Oil Sands Tailings Ponds","year":2021,"lang":"en","type":"article","venue":"Microorganisms","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Helmholtz-Alberta Initiative; Natural Sciences and Engineering Research Council of Canada; Jabatan Perkhidmatan Awam Malaysia; Universiti Malaysia Perlis; Canada Foundation for Innovation; University of Alberta; Canadian Natural Resources Limited","keywords":"Methanosaeta; Biodegradation; Alkane; Tailings; Environmental chemistry; Chemistry; Methane; Naphtha; Oil sands; Biostimulation; Methanogenesis; Waste management; Hydrocarbon; Organic chemistry; Bioremediation; Ecology; Materials science; Biology; Asphalt; Contamination","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0001560628,0.0005655678,0.0004587841,0.0003896977,0.0004330036,0.0005691449,0.0002901014,0.0002766259,0.0003625645],"category_scores_gemma":[0.0002560735,0.0001881503,0.0003811732,0.0004034221,0.0002453428,0.0002295139,0.0005354949,0.0003502873,0.0001342918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007570112,"about_ca_system_score_gemma":0.001082938,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08112045,"about_ca_topic_score_gemma":0.1196188,"domain_scores_codex":[0.9997122,0.00001190802,0.00003257913,0.00006879122,0.0000837695,0.00009074398],"domain_scores_gemma":[0.9998224,0.00001830558,0.00002284794,0.000009651673,0.00006758023,0.00005916027],"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":[0.0002336192,0.00006494162,0.01048759,0.00005087618,0.000007908053,0.0001279151,0.0001870385,0.00008768836,0.986636,0.0000135483,0.00001885588,0.002084178],"study_design_scores_gemma":[0.00004766422,0.001507754,0.4327212,0.00002423928,0.0001036673,0.000499531,0.002230172,0.00126625,0.5600622,0.00003977666,0.001451006,0.00004648998],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994454,0.00003209978,0.00007321364,0.000008807326,0.000001868754,0.00001282752,0.0002163036,0.000004772567,0.0002046633],"genre_scores_gemma":[0.9949628,0.000178093,0.00181454,0.00004157918,0.00000532829,0.00004631447,0.001491425,0.000006563491,0.001453318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9188796,"threshold_uncertainty_score":0.1612965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005117055606469138,"score_gpt":0.20019964628497,"score_spread":0.1950825906785008,"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."}}