{"id":"W2950567783","doi":"10.1063/1.5091493","title":"Startup steady shear flow from the Oldroyd 8-constant framework","year":2019,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Queen's University","keywords":"Shearing (physics); Shear rate; Mechanics; Shear flow; Shear (geology); Physics; Shear stress; Nonlinear system; Simple shear; Critical resolved shear stress; Constant (computer programming); Constitutive equation; Rheology; Thermodynamics; Materials science; Composite material","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":[0.0003647474,0.000625516,0.0003988021,0.000510469,0.0003174413,0.0007751557,0.0008022705,0.0008117812,0.001855486],"category_scores_gemma":[0.0006190006,0.0002544748,0.0004710033,0.0001883463,0.0009744518,0.001173908,0.000682127,0.000836025,0.000322175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007971601,"about_ca_system_score_gemma":0.0005490124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002290328,"about_ca_topic_score_gemma":0.002966152,"domain_scores_codex":[0.9998852,0.00002401367,0.000005895949,0.0000283398,0.0000375125,0.00001900193],"domain_scores_gemma":[0.9999018,0.00001940388,0.0000240974,0.00001874196,0.00002171646,0.00001424574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000191451,0.000147476,0.001345502,0.0003012694,0.00002791709,0.0004130522,0.0004233952,0.1509562,0.1738664,0.6448039,0.001820602,0.02570267],"study_design_scores_gemma":[0.00005217802,0.000153345,0.001203019,0.00004828992,0.00001683157,0.0001656,0.00006464445,0.8869723,0.02602994,0.07325523,0.01197286,0.00006578894],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4717613,0.003084508,0.4483729,0.00115906,0.0003871337,0.0002453303,0.000618113,0.0004439339,0.07392778],"genre_scores_gemma":[0.8552735,0.001710001,0.1210814,0.0003411241,0.0001668276,0.0002028526,0.0003158025,0.0001599333,0.02074853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002290328,"threshold_uncertainty_score":0.006207228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009521929338813675,"score_gpt":0.221411171427724,"score_spread":0.2118892420889103,"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."}}