{"id":"W2092803771","doi":"10.1021/ef7003688","title":"Novel Bitumen Froth Cleaning Device and Rag Layer Characterization","year":2007,"lang":"en","type":"article","venue":"Energy & Fuels","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Asphalt; Naphtha; Oil sands; Aqueous two-phase system; Aqueous solution; Extraction (chemistry); Phase (matter); Chemistry; Asphaltene; Chromatography; Layer (electronics); Chemical engineering; Materials science; 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":[0.0002698054,0.000546157,0.0004946136,0.0006464737,0.0002853285,0.0003478568,0.0006453014,0.0008080062,0.001348699],"category_scores_gemma":[0.0004089417,0.0002967624,0.0003154559,0.0003942519,0.0003021643,0.0005554881,0.0003860796,0.0005280323,0.000589357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003438237,"about_ca_system_score_gemma":0.0002177549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005411137,"about_ca_topic_score_gemma":0.0009956866,"domain_scores_codex":[0.9996551,0.00001479836,0.00002138676,0.00008815893,0.0001745634,0.00004595591],"domain_scores_gemma":[0.999707,0.0000692554,0.00006917005,0.00004247097,0.00008608845,0.00002599251],"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":[0.00001680881,0.000007376888,0.0001485439,0.00006230631,0.000002434615,0.00006106684,0.00003427039,0.00003390092,0.9979224,0.00006068216,0.00006279984,0.001587565],"study_design_scores_gemma":[0.000003274457,0.00005489133,0.001229035,0.000005179617,0.000005376902,0.0001283698,0.00003217268,0.0006251742,0.9961791,0.0000216936,0.001704942,0.00001086678],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622657,0.002636489,0.03073464,0.0002327573,0.0001246959,0.0002320437,0.001275251,0.0007281299,0.001770291],"genre_scores_gemma":[0.9313124,0.001716076,0.06012591,0.0002140175,0.00004114748,0.0003798828,0.001108253,0.0001329821,0.004969425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001348699,"threshold_uncertainty_score":0.004511893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01333804114623165,"score_gpt":0.2357686074084825,"score_spread":0.2224305662622509,"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."}}