{"id":"W2318086636","doi":"10.9734/jsrr/2014/6338","title":"Pseudomonas putida Biofilm Facilitates Fine Solids, Water and Oil Separation from Oil Sands Tailings","year":2014,"lang":"en","type":"article","venue":"Journal of Scientific Research and Reports","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Tailings; Oil sands; Extracellular polymeric substance; Dewatering; Settling; Asphalt; Biofilm; Environmental science; Environmental chemistry; Pulp and paper industry; Waste management; Chemistry; Environmental engineering; Materials science; Geology; Geotechnical engineering; Bacteria; Metallurgy","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":[0.00008079095,0.0004674016,0.000252829,0.0001653979,0.0001746133,0.0003899475,0.0001290864,0.0002663445,0.0008468674],"category_scores_gemma":[0.0001767824,0.0001391123,0.000247251,0.00009501696,0.0001748623,0.0002427692,0.0004673652,0.0003678993,0.0002209156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001617553,"about_ca_system_score_gemma":0.0002487181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001836727,"about_ca_topic_score_gemma":0.003000317,"domain_scores_codex":[0.999881,0.000010532,0.000007852239,0.00002694548,0.00004115542,0.00003252632],"domain_scores_gemma":[0.9999019,0.00001866797,0.00002633507,0.000007891471,0.00002106589,0.00002414941],"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":[0.00002566109,0.00001200562,0.0003996672,0.00001599321,0.000001284313,0.00003400226,0.00001626197,0.00001466725,0.9986392,0.000005897628,0.000006412019,0.0008289049],"study_design_scores_gemma":[0.000003567243,0.0003729831,0.01659745,0.000006965505,0.000009787477,0.0001347253,0.0001273243,0.0003363932,0.9819927,0.00002396614,0.0003902472,0.000003821265],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982627,0.0002585129,0.0008573675,0.00003747975,0.000008779471,0.00001338039,0.00005508924,0.0000234945,0.000483172],"genre_scores_gemma":[0.9970987,0.0002343694,0.00114205,0.0000241468,0.000004745468,0.0000100023,0.00009408692,0.000005738687,0.001386126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001836727,"threshold_uncertainty_score":0.003652036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02142537978190127,"score_gpt":0.2981438279746091,"score_spread":0.2767184481927079,"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."}}