{"id":"W2051235331","doi":"10.1007/s00397-009-0373-9","title":"Nonlinear dynamics and conformational changes of linear entangled polymers using the Rolie-Poly model with an “effective” maximum contour length","year":2009,"lang":"en","type":"article","venue":"Rheologica Acta","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Pressure drop; Instability; Mechanics; Newtonian fluid; Polymer; Nonlinear system; Vortex; Flow (mathematics); Drop (telecommunication); Constriction; Thermodynamics; Physics; Chemistry; Materials science","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":[0.0001639478,0.0002077703,0.0003129469,0.00005666979,0.000181962,0.00000975634,0.0001843891,0.0001535744,0.00001895814],"category_scores_gemma":[0.00006084394,0.0001309948,0.00003951893,0.00009766851,0.0002888981,0.000134345,0.00006529863,0.0002368735,6.023516e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004196492,"about_ca_system_score_gemma":0.00001934258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001965039,"about_ca_topic_score_gemma":0.00004404745,"domain_scores_codex":[0.9991464,0.00003995754,0.000198409,0.0002018923,0.0001409735,0.0002723708],"domain_scores_gemma":[0.9993827,0.0001580813,0.0001217218,0.0001965356,0.00007997941,0.00006100634],"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":[0.00494085,0.0013561,0.01284169,0.0003206242,0.001714957,0.0000507011,0.009085067,0.1094027,0.3571859,0.4671984,0.00004718718,0.03585576],"study_design_scores_gemma":[0.0006261151,0.0003876094,0.001089073,0.0000182565,0.00005178896,0.00003523785,0.0003144562,0.9951574,0.001751938,0.000394761,0.00000409423,0.0001692814],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8669629,0.0004726687,0.1300405,0.0009147213,0.00003379006,0.0002754323,0.00005776896,0.00007942596,0.00116278],"genre_scores_gemma":[0.9871641,0.0001291909,0.01206784,0.0002751356,0.00004773633,0.000009242433,0.00003900562,0.0000114387,0.0002562426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8857547,"threshold_uncertainty_score":0.5341812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01250748987778704,"score_gpt":0.2388771226487901,"score_spread":0.2263696327710031,"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."}}