{"id":"W3121444598","doi":"10.11575/prism/38603","title":"Biodegradation of Naphthenic Acids by Microorganisms Originating from Alberta's Oil Sands Surface Mining Operations","year":2021,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oil sands; Naphthenic acid; Biodegradation; Microorganism; Surface mining; Environmental science; Petroleum engineering; Mining engineering; Waste management; Geology; Engineering; Chemistry; Geography; Ecology; Biology; Bacteria; Archaeology; Organic chemistry; Asphalt; Coal mining","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001760785,0.0005130058,0.0002697197,0.0005119873,0.0005794331,0.0007764376,0.0002474189,0.0002573708,0.0003497265],"category_scores_gemma":[0.0002449158,0.0001492661,0.0002716719,0.0007145151,0.0002497763,0.0001922686,0.0004465143,0.0003180023,0.0001778006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007938687,"about_ca_system_score_gemma":0.001598817,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1256554,"about_ca_topic_score_gemma":0.1536746,"domain_scores_codex":[0.9996505,0.00001882907,0.00002158572,0.00005475782,0.0001554342,0.00009894909],"domain_scores_gemma":[0.9999148,0.00001447893,0.00001517335,0.000004614805,0.00003190915,0.00001906146],"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":[0.0002973013,0.0002170566,0.04190302,0.0001302917,0.00001895978,0.0002464042,0.0009100993,0.0004075749,0.9427456,0.00008250161,0.00009504947,0.01294613],"study_design_scores_gemma":[0.00002819654,0.001871479,0.4832016,0.00004243873,0.0001100446,0.0004122765,0.004401393,0.002027533,0.5046867,0.0001284377,0.003055602,0.00003426454],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990494,0.0000642724,0.00008497989,0.00001583125,0.000002958166,0.00001527724,0.0001958582,0.000003025349,0.0005684078],"genre_scores_gemma":[0.9932889,0.0007216784,0.001690648,0.00003504657,0.000006789437,0.00003545028,0.001487596,0.000004241899,0.002729668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8743446,"threshold_uncertainty_score":0.249848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005202969008859669,"score_gpt":0.1997952496161995,"score_spread":0.1945922806073398,"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."}}