{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004927868,0.0007434248,0.0003671983,0.0004922044,0.0002733842,0.000324093,0.0002287236,0.0003698094,0.001268895],"category_scores_gemma":[0.001067387,0.0001910522,0.0002792328,0.0007824834,0.0002460421,0.0006173986,0.0003149158,0.001470827,0.0003407287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002060394,"about_ca_system_score_gemma":0.000228127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000481456,"about_ca_topic_score_gemma":0.0008204968,"domain_scores_codex":[0.9995613,0.00007130717,0.00004306888,0.00008224628,0.0001948851,0.00004725308],"domain_scores_gemma":[0.999383,0.0001878086,0.0001487391,0.00004754863,0.0001718466,0.00006116945],"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":[0.0001123563,0.00002665575,0.0005445665,0.00005130449,0.000009898177,0.00006800243,0.0001091549,0.00007276459,0.9957302,0.00004823419,0.00003528848,0.003191453],"study_design_scores_gemma":[0.000008127006,0.0003711979,0.006749034,0.00002335192,0.00002557246,0.0001610577,0.00007634737,0.000970201,0.9899458,0.00004483229,0.001609164,0.00001515546],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875037,0.002197008,0.006025232,0.000116443,0.00004161565,0.00007067782,0.0005287126,0.0001632344,0.003353317],"genre_scores_gemma":[0.9850398,0.002227295,0.008588483,0.0001327707,0.00002703532,0.0001604869,0.0009176331,0.00006080442,0.002845653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001268895,"threshold_uncertainty_score":0.004244864,"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."}}