{"id":"W2085335033","doi":"10.1515/epoly.2009.9.1.1048","title":"Predicting flow induced change in phase diagram of polymer solutions in simple shear flow","year":2009,"lang":"en","type":"article","venue":"e-Polymers","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Rheology; Viscoelasticity; Simple shear; Flow (mathematics); Materials science; Thermodynamics; Mechanics; Mixing (physics); Phase diagram; Polymer; Work (physics); Constitutive equation; Diagram; Shear flow; Shear rate; Shear stress; Phase (matter); Mathematics; Chemistry; Physics; Composite material; Statistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002898854,0.000323687,0.0002816399,0.0008701514,0.000137468,0.0002395005,0.0001684676,0.0003807897,0.0003748908],"category_scores_gemma":[0.0005212707,0.000136906,0.0002277576,0.0003378683,0.0002015456,0.0004121053,0.0001205591,0.0002711068,0.0001049037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001915483,"about_ca_system_score_gemma":0.0001317086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005180945,"about_ca_topic_score_gemma":0.0003917102,"domain_scores_codex":[0.9999474,0.00001170253,0.000005222626,0.00001220982,0.00001673759,0.000006700596],"domain_scores_gemma":[0.9998519,0.00008325251,0.00002900813,0.000008670817,0.00001649873,0.00001072929],"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":[0.00026805,0.0001053945,0.005544987,0.0001779399,0.00001659339,0.0001019172,0.00008027717,0.04734125,0.9288121,0.0006405289,0.00007195389,0.01683901],"study_design_scores_gemma":[0.00002277042,0.0002131176,0.009169457,0.00001034484,0.00001268463,0.00005178377,0.00002163048,0.5036898,0.4861044,0.0003915655,0.0002953605,0.00001695464],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9529579,0.0004027977,0.04571583,0.00002835286,0.00001522633,0.00005195173,0.0001054736,0.0001918042,0.0005305908],"genre_scores_gemma":[0.9902531,0.0002328685,0.009235715,0.000005732694,0.000004994778,0.00002905804,0.00006459332,0.000008941536,0.000165069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008701514,"threshold_uncertainty_score":0.001533091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0244254270840847,"score_gpt":0.274570717146585,"score_spread":0.2501452900625004,"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."}}