{"id":"W2809047257","doi":"10.1016/j.chemosphere.2018.06.126","title":"Indigenous microorganisms residing in oil sands tailings biodegrade residual bitumen","year":2018,"lang":"en","type":"article","venue":"Chemosphere","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Tailings; Biostimulation; Oil sands; Asphalt; Environmental chemistry; Biodegradation; Microbial biodegradation; Microbial consortium; Microbial enhanced oil recovery; Total petroleum hydrocarbon; Environmental science; Waste management; Bioremediation; Pulp and paper industry; Chemistry; Geology; Microorganism; Contamination; Biology; Ecology; Bacteria; Organic chemistry; Materials science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001626827,0.000523037,0.0002516818,0.0003743933,0.0003024144,0.0006132021,0.0002366655,0.0003050702,0.0009998169],"category_scores_gemma":[0.0002758829,0.000156535,0.0002789653,0.0002246476,0.0003474366,0.0003833356,0.0004468382,0.0002461296,0.0003840774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002499288,"about_ca_system_score_gemma":0.0004212357,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005827883,"about_ca_topic_score_gemma":0.007884473,"domain_scores_codex":[0.9998318,0.00001205111,0.00001213519,0.00003328784,0.00004142406,0.00006924112],"domain_scores_gemma":[0.9998878,0.00002076338,0.00001940672,0.000008351662,0.00003835943,0.00002520288],"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":[0.0001802434,0.00004449191,0.005824056,0.00004799339,0.00001010275,0.0001156175,0.0001524223,0.00007891362,0.9895959,0.0000566034,0.00002129176,0.003872193],"study_design_scores_gemma":[0.000009712474,0.0008250857,0.05482586,0.00001477373,0.00005587251,0.0003435353,0.00136864,0.0006568421,0.9407736,0.00009837197,0.001015488,0.00001222964],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989305,0.0001803897,0.0003717085,0.00001756981,0.000009213549,0.000007855996,0.00007676102,0.000008257838,0.0003977713],"genre_scores_gemma":[0.9965249,0.0003177307,0.0006005006,0.00001251455,0.00001278621,0.000008703186,0.0001647007,0.000003998655,0.002354104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9941721,"threshold_uncertainty_score":0.01158792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007081513933002551,"score_gpt":0.212124651679831,"score_spread":0.2050431377468285,"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."}}