{"id":"W2002439253","doi":"10.1063/1.1412259","title":"An x-ray extensional flow cell","year":2001,"lang":"en","type":"article","venue":"Review of Scientific Instruments","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Extensional definition; Materials science; Lamellar structure; SPHERES; Pulmonary surfactant; Flow (mathematics); Diffraction; Optics; Mechanics; Physics; Composite material; Geology; Thermodynamics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004608264,0.0001200003,0.0002666422,0.00006054919,0.000136924,0.00001177046,0.0002597023,0.00004790414,0.0004181513],"category_scores_gemma":[0.00005648873,0.00009992233,0.00008934967,0.0002952684,0.0001805611,0.0001406935,0.00007211936,0.0001027691,0.0001600057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002479795,"about_ca_system_score_gemma":0.00002340957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002224491,"about_ca_topic_score_gemma":5.650875e-7,"domain_scores_codex":[0.9988347,0.00002669874,0.0003409987,0.0002859342,0.0002805602,0.0002310537],"domain_scores_gemma":[0.9993314,0.00001752611,0.00008177547,0.0003709396,0.0001223873,0.00007604519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004411401,0.001189805,0.0123272,0.009352583,0.0001574295,0.00003605407,0.0003005046,0.0004618899,0.7158866,0.01119622,0.01038576,0.2386619],"study_design_scores_gemma":[0.001348604,0.0001521137,0.005624318,0.00886655,0.0001813613,0.00005346632,0.00006784035,0.9189771,0.01246869,0.0004449248,0.05097269,0.0008422831],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680953,0.01429936,0.002469411,0.0001841186,0.001786177,0.0003289417,0.00003601149,0.00008080352,0.01271985],"genre_scores_gemma":[0.9559975,0.01918107,0.01082303,0.000345199,0.00006278862,0.00001810706,0.0001164439,0.00001904353,0.01343687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9185153,"threshold_uncertainty_score":0.4578464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01235290939889129,"score_gpt":0.2498064848832562,"score_spread":0.2374535754843649,"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."}}