{"id":"W2319149387","doi":"10.1021/ef101085j","title":"Effects of Clay Wettability and Process Variables on Separation of Diluted Bitumen Emulsion","year":2010,"lang":"en","type":"article","venue":"Energy & Fuels","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Syncrude (Canada)","funders":"","keywords":"Demulsifier; Emulsion; Oil sands; Wetting; Toluene; Asphalt; Chemistry; Chemical engineering; Naphtha; Silicate; Viscosity; Asphaltene; Total dissolved solids; Materials science; Chromatography; Mineralogy; Organic chemistry; Composite material","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":[0.0003842,0.0005126789,0.0003604314,0.00033614,0.0001871743,0.00048897,0.0001883738,0.0002350802,0.0009121547],"category_scores_gemma":[0.0009054448,0.0002122983,0.0002865212,0.0004052287,0.0002121492,0.0003661652,0.0002610452,0.0005451543,0.0002170223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002855318,"about_ca_system_score_gemma":0.0003373721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002033704,"about_ca_topic_score_gemma":0.003299863,"domain_scores_codex":[0.9996732,0.00005617635,0.00004936419,0.00006266494,0.00008971375,0.00006885969],"domain_scores_gemma":[0.9994799,0.0001974685,0.0001314221,0.00001846702,0.0001066356,0.00006611111],"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":[0.0003124817,0.00005997486,0.0004036455,0.00005937616,0.00001584441,0.00004946834,0.00004621416,0.0001927753,0.9974439,0.00001219841,0.00001052459,0.001393644],"study_design_scores_gemma":[0.00001271326,0.0004192158,0.002943531,0.000005207844,0.00002735565,0.0000251237,0.00002957849,0.0005934217,0.995725,0.000007748018,0.0002029495,0.000008166309],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980683,0.0005201785,0.0007608359,0.0000216003,0.00001376426,0.0000318746,0.0001121693,0.00002317043,0.000448143],"genre_scores_gemma":[0.9955398,0.0007213082,0.002492527,0.00004570876,0.00001132048,0.00003822466,0.0002582674,0.00003825098,0.0008545712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002033704,"threshold_uncertainty_score":0.004043758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00386751501998168,"score_gpt":0.2428445669341386,"score_spread":0.2389770519141569,"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."}}