{"id":"W4415206354","doi":"10.1063/5.0285303","title":"Numerical calculation of intrinsic viscosity of star and ring polymers using a modified Zimm model","year":2025,"lang":"en","type":"article","venue":"The Journal of Chemical Physics","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Imperial Oil Limited","keywords":"Viscoelasticity; Polymer; Star polymer; Star (game theory); Relaxation (psychology); Viscosity; Macromolecule; Intrinsic 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":[0.0004042787,0.0004256133,0.0004196999,0.000571319,0.0002532047,0.0004028324,0.0008254462,0.000914358,0.001148943],"category_scores_gemma":[0.001116,0.0002667145,0.000527266,0.0005523838,0.0003412864,0.0009983829,0.0002911721,0.0005655174,0.0002255737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004684466,"about_ca_system_score_gemma":0.0005573821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003748805,"about_ca_topic_score_gemma":0.002264096,"domain_scores_codex":[0.9998955,0.00001988685,0.00000712123,0.00001569302,0.00004149962,0.00002026422],"domain_scores_gemma":[0.9997552,0.0001119667,0.00003955633,0.00002210425,0.00005638783,0.00001476217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000783822,0.00009532498,0.001163938,0.0001251054,0.00002787229,0.0001682364,0.00007622922,0.912154,0.05635589,0.01851428,0.0002260623,0.01101471],"study_design_scores_gemma":[0.000002857934,0.000008166122,0.00006941145,0.000001558973,0.000001851614,0.000004356042,0.000002331312,0.998041,0.001502161,0.0002764782,0.00008726028,0.00000260189],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3213989,0.0005487684,0.6702273,0.0001951485,0.00007243187,0.0001155595,0.0001884647,0.0003455848,0.006907851],"genre_scores_gemma":[0.859817,0.0006066439,0.1344548,0.00004591207,0.00002466562,0.0002069693,0.0001672564,0.0001037151,0.00457292],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003748805,"threshold_uncertainty_score":0.007453978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01430494388021021,"score_gpt":0.2502367087528459,"score_spread":0.2359317648726357,"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."}}