{"id":"W2044313983","doi":"10.15866/iremos.v8i1.5141","title":"Numerical Modeling of the Phenomenon of Crystallization of Incompressible Fluid Flows into Rigid Pipes. Application to Polymer Melts","year":2015,"lang":"en","type":"article","venue":"International Review on Modelling and Simulations (IREMOS)","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Crystallization; Compressibility; Materials science; Mechanics; Polymer; Mold; Thermodynamics; Composite material; Physics","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":[0.0003642538,0.0005181686,0.0005136022,0.0004479762,0.0005116282,0.0007333677,0.0005851879,0.001383558,0.001396686],"category_scores_gemma":[0.001559228,0.0003638618,0.000621859,0.0003708613,0.0009737103,0.0005768443,0.0005370071,0.0005983032,0.0002292814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000686195,"about_ca_system_score_gemma":0.001097984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005494246,"about_ca_topic_score_gemma":0.002606967,"domain_scores_codex":[0.99983,0.00005403253,0.00001230515,0.00002537497,0.00005862799,0.00001963146],"domain_scores_gemma":[0.9995965,0.0002169779,0.00007120463,0.00003048117,0.00006372281,0.00002096867],"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":[0.00001890794,0.00002681993,0.0006007939,0.00006345829,0.00001198602,0.00005922696,0.00006871483,0.9765092,0.008009603,0.01035155,0.000155259,0.004124632],"study_design_scores_gemma":[0.000002811069,0.000007154213,0.00009913728,0.000004989238,0.000002032299,0.00001124651,0.000005935419,0.9977478,0.0008866491,0.0007284604,0.0005008622,0.000002815134],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1761645,0.001425129,0.8005171,0.0007602086,0.0002869576,0.0001672792,0.00024946,0.0003736349,0.02005582],"genre_scores_gemma":[0.9087537,0.000776485,0.08021762,0.00007401838,0.00006055625,0.0002014682,0.0001480272,0.00008051041,0.0096876],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005494246,"threshold_uncertainty_score":0.01092452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03115962922733503,"score_gpt":0.2744963990008502,"score_spread":0.2433367697735151,"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."}}