{"id":"W3193798670","doi":"10.1002/cjce.24290","title":"Amylopectin graft copolymers for oil sands tailings treatment","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Tailings; Oil sands; Amylopectin; Dewatering; Acrylate; Asphalt; Copolymer; Flocculation; Polymer; Waste management; Pulp and paper industry; Environmental science; Chemistry; Materials science; Chemical engineering; Organic chemistry; Geology; Starch; Metallurgy; Engineering; Geotechnical engineering; Composite material","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0001108632,0.0002561822,0.0001092445,0.0001823567,0.00009243638,0.000147684,0.00007533508,0.0001745127,0.001170669],"category_scores_gemma":[0.0001102934,0.00008891713,0.0001351831,0.0001553822,0.00007235059,0.0002651967,0.0001233909,0.0003455601,0.000276709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001464327,"about_ca_system_score_gemma":0.0001628407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005327714,"about_ca_topic_score_gemma":0.001498585,"domain_scores_codex":[0.9999428,0.000007214501,0.000004598691,0.00001063043,0.00002045492,0.00001421375],"domain_scores_gemma":[0.9999311,0.00001073622,0.00002514144,0.000004426218,0.00001320455,0.00001535147],"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":[0.00004393447,0.00001758859,0.00005011569,0.00003694464,0.000002836681,0.00002120389,0.00000664107,0.0002268875,0.9974598,0.0000602445,0.00002514317,0.002048705],"study_design_scores_gemma":[0.000005832388,0.0001204723,0.0004196481,0.000002765737,0.000005149219,0.00002272358,0.000005093123,0.0008920929,0.9975083,0.0000131925,0.001002414,0.000002318378],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870338,0.001985753,0.008332451,0.00006924941,0.00004678228,0.00005544767,0.0001297459,0.00009722484,0.002249375],"genre_scores_gemma":[0.993126,0.0008662132,0.003566096,0.0000233922,0.000009710434,0.00001661279,0.00006936106,0.00001529809,0.002307219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001170669,"threshold_uncertainty_score":0.003916264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007214042162409239,"score_gpt":0.1987337814913814,"score_spread":0.1915197393289721,"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."}}