{"id":"W2024805176","doi":"10.1002/cjce.5450820405","title":"Fines/Water Interactions and Consequences of the Presence of Degraded Illite on Oil Sands Extractability","year":2004,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Shell (Canada); Canadian Natural Resources","funders":"Natural Sciences and Engineering Research Council of Canada; Shell Canada; Canadian Natural Resources Limited","keywords":"Illite; Slurry; Oil sands; Precipitation; Clay minerals; Asphalt; Divalent; Chemistry; Ion exchange; Dilution; Carbonate; Chemical engineering; Aqueous solution; Mineralogy; Environmental chemistry; Geology; Ion; Materials science; Environmental science; Environmental engineering; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0001615183,0.00009270119,0.0001593255,0.0000689713,0.00002184075,0.00001221502,0.0002228495,0.00004618032,0.00001200668],"category_scores_gemma":[0.0002343183,0.00005383329,0.00007021333,0.00009887585,0.0001625787,0.00009230246,0.00001007533,0.0003346969,1.883968e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000127142,"about_ca_system_score_gemma":0.00008292874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004329014,"about_ca_topic_score_gemma":0.0002719036,"domain_scores_codex":[0.9993999,0.000009263515,0.0002828162,0.00004990193,0.0001094813,0.0001486094],"domain_scores_gemma":[0.9994856,0.0001426783,0.00005521079,0.0001479642,0.00006379926,0.0001047696],"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":[0.000005638503,0.00000416925,0.0001198609,0.00007291164,0.00002674535,0.000002662659,0.0003695263,0.06605225,0.9322131,0.0002308594,0.00001455496,0.0008876859],"study_design_scores_gemma":[0.00009384037,0.00001577941,0.0003644436,0.0003176598,0.00001222227,0.00006658805,0.000008966525,0.0006045453,0.9976087,0.0006872676,0.0001589696,0.00006100409],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987116,0.0002311001,0.0002534486,0.0003684323,0.0001611075,0.00002887064,0.000007821788,0.00001276946,0.0002248314],"genre_scores_gemma":[0.9993139,0.00001626284,0.0006081011,0.0000113095,0.00002997421,0.000002095811,2.566751e-7,0.00001086422,0.000007242757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0654477,"threshold_uncertainty_score":0.2195258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00867619843967576,"score_gpt":0.2005592416702526,"score_spread":0.1918830432305769,"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."}}