{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001033405,0.0001134935,0.0002381487,0.00005554349,0.00005127618,0.00001317082,0.0001010444,0.0001309179,0.00006705238],"category_scores_gemma":[0.0001303208,0.00009462239,0.00004870929,0.0001451572,0.00007446609,0.00008011448,0.00002159589,0.000113367,4.972233e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008359356,"about_ca_system_score_gemma":0.00002784507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009012366,"about_ca_topic_score_gemma":0.00002083061,"domain_scores_codex":[0.9992393,0.00002066135,0.0002222152,0.0002254374,0.0001785062,0.0001138703],"domain_scores_gemma":[0.9993421,0.0001383399,0.0001796287,0.0002027316,0.00008764551,0.00004958898],"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":[0.00003767871,0.0001504395,0.001746162,0.0005266917,0.00003406935,6.188896e-7,0.00009515789,0.00003494943,0.9896263,0.0002045858,0.000009838468,0.007533446],"study_design_scores_gemma":[0.0003417963,0.00003147537,0.0007574682,0.00009683937,0.00005950608,7.319354e-7,0.0000141931,0.0003724622,0.9970728,0.0007553507,0.0004081163,0.00008926597],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993073,0.0001261993,0.000164489,0.00002792915,0.00003088598,0.000005250526,0.00000584431,0.00002953216,0.006536902],"genre_scores_gemma":[0.9988297,0.00001908785,0.00013727,0.00001468987,0.00005677053,0.00001126055,0.00001900348,0.000009403398,0.000902842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007446432,"threshold_uncertainty_score":0.3858589,"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."}}