{"id":"W2158335751","doi":"10.1002/cjce.20283","title":"Polymer aids for settling and filtration of oil sands tailings","year":2010,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Tailings; Oil sands; Flocculation; Settling; Filtration (mathematics); Waste management; Polymer; Moisture; Environmental science; Pulp and paper industry; Materials science; Environmental engineering; Metallurgy; Composite material; Asphalt; Engineering; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0001725656,0.0002551862,0.0001213141,0.0003339101,0.0001475333,0.0001646421,0.0001247579,0.0001670483,0.0009452065],"category_scores_gemma":[0.000265119,0.00007396634,0.0001277704,0.0001488584,0.00009878382,0.0001619533,0.0001256531,0.0002198645,0.0002184086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001665621,"about_ca_system_score_gemma":0.0001790797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007676907,"about_ca_topic_score_gemma":0.00209071,"domain_scores_codex":[0.9998859,0.00002080588,0.000006961151,0.00001911703,0.00004333969,0.00002381652],"domain_scores_gemma":[0.9998847,0.00003211098,0.00003354865,0.000006776647,0.00002002166,0.00002285429],"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":[0.00007828636,0.00003098878,0.0002296076,0.00004888972,0.000003778151,0.00003628363,0.0000143354,0.0001125844,0.9944101,0.00004007535,0.00002969457,0.004965432],"study_design_scores_gemma":[0.000006002693,0.0004465935,0.002071288,0.000005157008,0.00001092394,0.000113328,0.00001024761,0.000386961,0.9956661,0.000007892499,0.001271252,0.000004043236],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952456,0.0005190045,0.002874803,0.00002500035,0.000009976758,0.00003025005,0.0000646369,0.00006141559,0.001169248],"genre_scores_gemma":[0.9899047,0.00045023,0.007277125,0.00002679417,0.000007965731,0.0000162687,0.0001265227,0.00001153793,0.002178734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009452065,"threshold_uncertainty_score":0.003162026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003907961672140805,"score_gpt":0.1832376317326926,"score_spread":0.1793296700605518,"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."}}