{"id":"W2801960062","doi":"10.2118/190086-ms","title":"Single Phase Microemulsions Applied to Oil Sands","year":2018,"lang":"en","type":"article","venue":"SPE Western Regional Meeting","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asphalt; Pulmonary surfactant; Oil sands; Petroleum engineering; Microemulsion; Phase (matter); Diluent; Work (physics); Oil in place; Flow (mathematics); Materials science; Environmental science; Petroleum; Chemical engineering; Chemistry; Geology; Mechanics; Composite material; Engineering; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001496218,0.0002703742,0.0001874302,0.0002379416,0.0001260699,0.0002205466,0.0001480522,0.0002603827,0.0005974051],"category_scores_gemma":[0.0001623796,0.0001210593,0.0002268614,0.0001179967,0.000162566,0.0001938176,0.0002233693,0.000373953,0.0003169445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002222059,"about_ca_system_score_gemma":0.0001757469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006202233,"about_ca_topic_score_gemma":0.001002316,"domain_scores_codex":[0.9999222,0.000008057598,0.000006844744,0.00002141378,0.00002647034,0.00001507041],"domain_scores_gemma":[0.9998962,0.00001949651,0.00003084727,0.000008036041,0.00003016392,0.00001524782],"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":[0.000009975364,0.000009318923,0.00001820194,0.00003301517,0.000001392267,0.00002617732,0.000008858558,0.00005407591,0.9989012,0.00003295764,0.00001192373,0.0008928719],"study_design_scores_gemma":[0.000002392377,0.00007746139,0.0001221488,0.000003118685,0.000002715055,0.00001698017,0.000007273123,0.0004366511,0.9986742,0.000008458585,0.0006470953,0.000001472959],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799412,0.002169995,0.01482001,0.000121034,0.0001294961,0.0001509906,0.0001090625,0.0001834868,0.002374731],"genre_scores_gemma":[0.9830971,0.00149472,0.012453,0.00004922378,0.00001716758,0.00006056534,0.00007164935,0.00003721673,0.002719395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006202233,"threshold_uncertainty_score":0.001998544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02258779150827296,"score_gpt":0.272898636240725,"score_spread":0.250310844732452,"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."}}