{"id":"W2085393382","doi":"10.1002/cjce.22166","title":"Worm‐like micelles: A new approach for heavy oil recovery from fractured systems","year":2015,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sharif University of Technology","keywords":"Enhanced oil recovery; Petroleum engineering; Viscoelasticity; Micelle; Surface tension; Pulmonary surfactant; Materials science; Viscosity; Emulsion; Microemulsion; Flooding (psychology); Chemical engineering; Chemistry; Geology; Aqueous solution; Composite material; Physics; Thermodynamics; Engineering; Organic chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003319048,0.0002149185,0.0003464114,0.0001470025,0.00002685523,0.0001162972,0.0004577048,0.0001894325,0.000008180995],"category_scores_gemma":[0.0002360631,0.0001797785,0.000145416,0.0001589207,0.00002203516,0.0001792434,0.00001028878,0.0004928098,0.000004122229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006447582,"about_ca_system_score_gemma":0.0004248542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002123547,"about_ca_topic_score_gemma":0.0001429891,"domain_scores_codex":[0.9988946,0.00001114519,0.0004060962,0.0001149757,0.0001884819,0.0003846546],"domain_scores_gemma":[0.998621,0.0001705534,0.00008330475,0.0002364764,0.0001026183,0.000786009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006041206,0.000007665372,0.000007730781,0.0001361899,0.0002712687,0.00001790812,0.0008642874,0.8904006,0.04739262,0.00006009143,0.05571263,0.005068588],"study_design_scores_gemma":[0.002360967,0.0001347404,0.00001028327,0.001021876,0.000250513,0.0003226066,0.0002040299,0.4583367,0.348483,0.001518902,0.1859704,0.001386073],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2751831,0.02717934,0.6850775,0.0005535288,0.00554732,0.0005438586,0.0001672064,0.0006172102,0.005130951],"genre_scores_gemma":[0.959416,0.00002600711,0.038854,0.00008915785,0.001212931,0.00001947507,0.00001913582,0.0001115158,0.0002518052],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6842329,"threshold_uncertainty_score":0.7331154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01573987598667455,"score_gpt":0.1967612535657173,"score_spread":0.1810213775790427,"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."}}