{"id":"W3107680795","doi":"10.1021/acsomega.0c00481","title":"Extensional Rheological Measurements of Surfactant–Polymer Mixtures","year":2020,"lang":"en","type":"article","venue":"ACS Omega","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund; University of Alberta; NOVA Chemicals","keywords":"Rheology; Pulmonary surfactant; Rheometer; Extensional viscosity; Polyacrylamide; Polymer; Extensional definition; Chemical engineering; Micelle; Materials science; Chemistry; Composite material; Polymer chemistry; Geology; Organic chemistry; Aqueous solution; Shear viscosity","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.00007422597,0.0001178896,0.0001862959,0.00002868034,0.00001563147,0.000006442762,0.000157611,0.00008973838,0.0000561097],"category_scores_gemma":[0.0001014495,0.0001044718,0.00005344938,0.0001324093,0.00003625564,0.00008304494,0.00004026519,0.0001369108,0.00002858235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001730756,"about_ca_system_score_gemma":0.000009413641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003641673,"about_ca_topic_score_gemma":0.000001091156,"domain_scores_codex":[0.999257,0.00001885129,0.0001874906,0.000135185,0.0002374801,0.0001639828],"domain_scores_gemma":[0.9996744,0.00005482727,0.00002644135,0.0001273667,0.00004476147,0.00007223682],"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":[0.00001923281,0.00001630131,0.00220994,0.00003860819,0.00004012439,0.000006126811,0.00005905645,0.0003656046,0.9884356,0.0001709081,0.005987652,0.002650804],"study_design_scores_gemma":[0.0001229952,0.00005819496,0.002527358,0.00001972654,0.000007648076,0.000002074496,0.000003759289,0.0002899777,0.9959224,0.0002270265,0.0006966417,0.0001222375],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872667,0.001484491,0.002205283,0.0001519568,0.000137706,0.00008485135,0.00001205524,0.0004942199,0.00816272],"genre_scores_gemma":[0.9968914,0.00006599296,0.002637796,0.0002805139,0.00004124143,0.000006695094,0.000005225547,0.00002095697,0.00005022792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009624632,"threshold_uncertainty_score":0.4260237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03880620996347154,"score_gpt":0.2410653636371571,"score_spread":0.2022591536736856,"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."}}