{"id":"W1967538559","doi":"10.2118/06-09-03","title":"The Effect of Oil Sands Bitumen Extraction Conditions on Froth Treatment Performance","year":2006,"lang":"en","type":"article","venue":"Journal of Canadian Petroleum Technology","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Syncrude (Canada); Saskatchewan Research Council (Canada); University of Calgary","funders":"University of Waterloo; Syncrude; Russian Academy of Sciences; Kazan Federal University; University of Calgary","keywords":"Oil sands; Asphalt; Extraction (chemistry); Dilution; Environmental science; Pulp and paper industry; Synthetic crude; Waste management; Steam-assisted gravity drainage; Petroleum engineering; Unconventional oil; Geology; Chemistry; Materials science; Chromatography; Fossil fuel; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0005409141,0.0004289082,0.0003648574,0.0003810377,0.0003651576,0.0008005629,0.0003060446,0.0003334771,0.001917948],"category_scores_gemma":[0.001243678,0.0001810233,0.0003446489,0.0004312544,0.0002964403,0.0004776359,0.0003413673,0.0004008959,0.0005373965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000679841,"about_ca_system_score_gemma":0.0004691435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01029129,"about_ca_topic_score_gemma":0.02150119,"domain_scores_codex":[0.9995257,0.00007058933,0.00005263182,0.00008015145,0.0001753491,0.00009559831],"domain_scores_gemma":[0.9991913,0.0003551428,0.0001657173,0.00004064657,0.0001918091,0.0000554143],"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":[0.0008623127,0.0001308848,0.002611047,0.0001613965,0.00002555703,0.00007134653,0.00007434695,0.001330042,0.9882577,0.00003345437,0.00007465866,0.006367188],"study_design_scores_gemma":[0.000008497792,0.0005863167,0.01070628,0.00001067964,0.00002727691,0.00002958512,0.00006802077,0.001026819,0.9869434,0.000009123898,0.0005726205,0.00001147019],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970909,0.0005030779,0.0008634798,0.00002413468,0.00001032582,0.00004644001,0.0003393982,0.0000401817,0.001082055],"genre_scores_gemma":[0.9957535,0.000549903,0.002045977,0.00002425447,0.000004441266,0.00002140043,0.0004131701,0.00003139618,0.001155937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01029129,"threshold_uncertainty_score":0.02046275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003567243977200784,"score_gpt":0.2192283500404341,"score_spread":0.2156611060632334,"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."}}