{"id":"W3174093364","doi":"10.7939/r3-kz6y-e079","title":"Bioremediation of oil sands process affected water sourced naphthenic acid fraction compounds","year":2020,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Naphthenic acid; Fraction (chemistry); Oil sands; Bioremediation; Environmental science; Chemistry; Process (computing); Petroleum; Waste management; Petroleum engineering; Environmental chemistry; Pulp and paper industry; Geology; Chromatography; Organic chemistry; Materials science; Engineering; Asphalt; Bacteria","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":[0.0001302183,0.0004248917,0.0002836564,0.0002855552,0.0001817374,0.0004234512,0.0002249648,0.0002115896,0.000572261],"category_scores_gemma":[0.0001107669,0.00008335881,0.0002837713,0.0002077563,0.0001324858,0.0001405226,0.0002935513,0.0003036848,0.0001407214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000411571,"about_ca_system_score_gemma":0.0005974341,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01092349,"about_ca_topic_score_gemma":0.01737463,"domain_scores_codex":[0.9998593,0.00001260729,0.000009713668,0.0000281648,0.00005416821,0.00003609083],"domain_scores_gemma":[0.9999294,0.000009109822,0.00001439562,0.000005123376,0.00002745972,0.00001447423],"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":[0.00007828513,0.00005395097,0.0006240066,0.00005740264,0.000004985461,0.00006857909,0.00002486059,0.0002027996,0.9953927,0.00002681199,0.00002953558,0.003436114],"study_design_scores_gemma":[0.000005455806,0.0004533192,0.003688619,0.000007130073,0.00001235841,0.00003758763,0.00006028126,0.0006893068,0.9941717,0.00001683222,0.0008534232,0.000004121422],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980392,0.0002039785,0.0005039222,0.00002695804,0.00001175131,0.00003849725,0.0001802597,0.00002498862,0.0009704187],"genre_scores_gemma":[0.9949937,0.000563105,0.001941055,0.000023421,0.000004370384,0.00002941554,0.0002441637,0.00000596141,0.002194785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9890765,"threshold_uncertainty_score":0.02171981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006120334222816793,"score_gpt":0.1738762330791878,"score_spread":0.167755898856371,"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."}}