{"id":"W2293562983","doi":"10.1016/j.jhazmat.2015.12.039","title":"Nitrate-Mediated Microbially Enhanced Oil Recovery (N-MEOR) from model upflow bioreactors","year":2016,"lang":"en","type":"article","venue":"Journal of Hazardous Materials","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Bioreactor; Nitrate; Chemistry; Residual oil; Microbial enhanced oil recovery; Fermentation; Enhanced oil recovery; Pulp and paper industry; Chromatography; Food science; Waste management; Microorganism; Bacteria; Organic chemistry; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003638434,0.0005978907,0.0004226968,0.0001532963,0.0002230324,0.0004148888,0.000367725,0.0003304465,0.0003144631],"category_scores_gemma":[0.0002017328,0.00009734961,0.0004145699,0.0001302481,0.0001956284,0.0004650179,0.0002414369,0.0003244885,0.0001261782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005706966,"about_ca_system_score_gemma":0.0003827623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003567513,"about_ca_topic_score_gemma":0.004621689,"domain_scores_codex":[0.9997839,0.0000329039,0.00001865125,0.00004333167,0.00007315871,0.0000481225],"domain_scores_gemma":[0.9999369,0.00001880381,0.00001420749,0.000005095314,0.00001378674,0.00001109954],"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":[0.0001353635,0.00003346539,0.0001034565,0.00002459766,0.000003680776,0.00004040806,0.00001223739,0.0003466168,0.9985729,0.00004214455,0.00001089928,0.0006742343],"study_design_scores_gemma":[0.000007519843,0.0001375142,0.0003031183,0.000002565811,0.000007422665,0.00001807909,0.00001115625,0.001643475,0.9976803,0.00001679137,0.00016821,0.000003844321],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969542,0.0002505902,0.002080265,0.00004163904,0.00001576487,0.00001511781,0.0001309407,0.00003229933,0.0004790961],"genre_scores_gemma":[0.997182,0.000283258,0.001584241,0.000009180333,0.000004126051,0.000008806004,0.0001531498,0.00000916917,0.0007661519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003567513,"threshold_uncertainty_score":0.007093489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007116958273578908,"score_gpt":0.1932168467128494,"score_spread":0.1860998884392705,"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."}}