{"id":"W2073457619","doi":"10.1103/physreve.83.061402","title":"Unique slow dynamics and aging phenomena in soft glassy suspensions of multiarm star polymers","year":2011,"lang":"en","type":"article","venue":"Physical Review E","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Rheology; Relaxation (psychology); Materials science; Star polymer; Polymer; Flow (mathematics); Shear flow; Stress relaxation; Dynamics (music); Chemical physics; Mechanics; Composite material; Physics; Copolymer","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":[0.000114854,0.0001337987,0.0004245658,0.00002674651,0.00002888573,0.000001280099,0.0001011672,0.00003098327,0.00003511697],"category_scores_gemma":[0.0001286866,0.0001196331,0.00006922122,0.0001267934,0.0001309735,0.00005043727,0.0001150053,0.0002054774,0.000008908288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002912418,"about_ca_system_score_gemma":0.00001022987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001745937,"about_ca_topic_score_gemma":0.0001211415,"domain_scores_codex":[0.9992967,0.0000307463,0.0002168788,0.0001832041,0.00006927457,0.0002032279],"domain_scores_gemma":[0.9995366,0.0001550079,0.00005408999,0.0001680233,0.00002776307,0.00005845676],"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":[0.00008580757,0.001331141,0.02120034,0.006723432,0.0004921264,0.0000586002,0.008660442,0.000226331,0.07458991,0.7507923,0.0001260145,0.1357136],"study_design_scores_gemma":[0.0004721296,0.00005598051,0.005732369,0.001733066,0.000110841,0.000003548374,0.0001403384,0.9876024,0.0007437267,0.002966672,0.0000929195,0.0003460793],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8289862,0.1084196,0.0433835,0.001256587,0.0002007675,0.00100765,0.00003965459,0.00020593,0.01650017],"genre_scores_gemma":[0.9851264,0.01337837,0.001123324,0.0001350955,0.0000255188,0.000011668,0.000007572289,0.0000163067,0.0001757343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.987376,"threshold_uncertainty_score":0.4878496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01521342501888762,"score_gpt":0.2556926641754298,"score_spread":0.2404792391565422,"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."}}