{"id":"W2406356518","doi":"10.1002/cjce.22541","title":"Rheological and thermal properties of novel surfactant‐polymer systems for EOR applications","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Saudi Aramco","keywords":"Pulmonary surfactant; Chemical engineering; Thermal stability; Rheology; Enhanced oil recovery; Polymer; Surface tension; Polyacrylamide; Chemistry; Viscosity; Materials science; Chromatography; Polymer chemistry; Organic chemistry; Composite material; Thermodynamics","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":[0.000150297,0.00009411007,0.0001759488,0.00006035211,0.00001993887,0.00001524493,0.0001730665,0.0000732229,0.000003416017],"category_scores_gemma":[0.0000745233,0.0000528029,0.00004988958,0.00005483848,0.00007509602,0.00007444781,0.000006934049,0.0001059268,2.411752e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008108014,"about_ca_system_score_gemma":0.00005645044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006620226,"about_ca_topic_score_gemma":0.00001198733,"domain_scores_codex":[0.9994472,0.000003501897,0.0002476322,0.00005095976,0.00006904077,0.0001816338],"domain_scores_gemma":[0.9995308,0.0001123023,0.00004874518,0.00009505278,0.00006932791,0.000143797],"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":[0.000004925113,0.000002321464,0.00002066603,0.00007253237,0.00003306976,4.40649e-7,0.00003314652,0.003326331,0.9939969,0.001533563,0.00002931901,0.0009467966],"study_design_scores_gemma":[0.0002030913,0.00002118096,0.00002444579,0.0002298467,0.00001643753,0.00005200086,0.000004781771,0.009129942,0.9895583,0.00003110267,0.0006277923,0.0001010563],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.932991,0.004152681,0.06227589,0.000152439,0.0001072512,0.0001862336,0.0000250262,0.00004150476,0.00006793364],"genre_scores_gemma":[0.9989572,0.00002367963,0.0008576562,0.000005703032,0.00008789417,0.00002792551,2.076462e-7,0.00002170522,0.00001799661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0659662,"threshold_uncertainty_score":0.215324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01420105970151404,"score_gpt":0.1830675169533159,"score_spread":0.1688664572518019,"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."}}