{"id":"W1982144733","doi":"10.2118/136758-ms","title":"Experimental Study of Solvent-Based Emulsion Injection to Enhance Heavy Oil Recovery in Alaska North Slope Area","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Texas A and M University","keywords":"Emulsion; Enhanced oil recovery; Petroleum engineering; Surface tension; Pulmonary surfactant; Solvent; Rheology; Oil in place; Viscosity; Environmental science; Flooding (psychology); Materials science; Chemical engineering; Geology; Petroleum; Chemistry; Engineering; Composite material; Organic chemistry; Thermodynamics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001137717,0.0001725643,0.0001803733,0.0005533407,0.00005145742,0.00006671664,0.0002396184,0.00007829518,0.0003853262],"category_scores_gemma":[0.00005497679,0.0001963975,0.00005027627,0.0001567601,0.00004056144,0.0001924704,0.00003349252,0.0002579928,0.000007891795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000236039,"about_ca_system_score_gemma":0.00009530227,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008102185,"about_ca_topic_score_gemma":0.3331188,"domain_scores_codex":[0.9988645,0.00002272522,0.0003447785,0.0002861366,0.0002634471,0.0002184702],"domain_scores_gemma":[0.9993917,0.00004810231,0.00006414217,0.0001515478,0.0001298546,0.0002146849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001372312,0.002522571,0.3767988,0.0002881726,0.0004676726,0.0001475156,0.004829641,0.2262236,0.2734441,0.001969362,0.004235817,0.1077004],"study_design_scores_gemma":[0.004818829,0.00603734,0.5326736,0.001465787,0.00005289505,0.00007008714,0.005151412,0.1568983,0.2324204,0.001087063,0.0565425,0.002781807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929571,0.00004740995,0.00050682,0.00009942867,0.0005548562,0.0001016837,0.00007056166,0.00004506762,0.005617033],"genre_scores_gemma":[0.9987164,0.0000156682,0.0003376466,0.000083174,0.00005784697,0.00008961399,0.00004628019,0.00001931325,0.0006340889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3250166,"threshold_uncertainty_score":0.998503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01160000797761468,"score_gpt":0.2446769257403489,"score_spread":0.2330769177627342,"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."}}