{"id":"W2040648700","doi":"10.1002/cpa.20159","title":"On a micro‐macro model for polymeric fluids near equilibrium","year":2006,"lang":"en","type":"article","venue":"Communications on Pure and Applied Mathematics","topic":"Navier-Stokes equation solutions","field":"Mathematics","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"American Chemical Society Petroleum Research Fund; Chinese Academy of Sciences; National Natural Science Foundation of China; York University","keywords":"Uniqueness; Macro; Momentum (technical analysis); Statistical physics; Micro level; Macro level; Coupling (piping); Evolution equation; Classical mechanics; Mechanics; Mathematics; Physics; Thermodynamics; Mathematical analysis; Materials science; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003504791,0.0002836093,0.0003795052,0.0001249477,0.0005780792,0.000125695,0.0007190561,0.0001529842,0.00001648822],"category_scores_gemma":[0.0001401547,0.0002725502,0.0001211176,0.0002750185,0.0002626915,0.00006716721,0.0002236802,0.0002544516,0.00006712104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006723547,"about_ca_system_score_gemma":0.00007652358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002109459,"about_ca_topic_score_gemma":0.000008906777,"domain_scores_codex":[0.998526,0.00002878029,0.0006128385,0.0002720865,0.00023617,0.0003240822],"domain_scores_gemma":[0.9957342,0.001601741,0.0002597302,0.002219875,0.0001008324,0.0000836383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001547661,0.0008037448,9.334171e-7,0.0001227811,0.00002725994,8.667399e-8,0.0006550583,0.0003716173,0.007456763,0.9762866,0.0136085,0.0006511969],"study_design_scores_gemma":[0.0007086408,0.00005366062,0.000002513846,0.00007106578,0.0001076958,0.000004606217,0.0001530342,0.2250793,0.002171395,0.7690091,0.002342442,0.0002965484],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07958159,0.0007759589,0.834665,0.004714848,0.00008025136,0.003469868,0.0004216451,0.00064782,0.07564303],"genre_scores_gemma":[0.3899707,0.00004179297,0.6063368,0.0003897308,0.00004404936,0.0007123204,0.0001256842,0.00008945382,0.002289455],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3103891,"threshold_uncertainty_score":0.9999726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07398889322426841,"score_gpt":0.3308541789688412,"score_spread":0.2568652857445728,"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."}}