{"id":"W2094306154","doi":"10.1002/marc.200350026","title":"Parallel Breakup of Polymer Drops under Simple Shear","year":2003,"lang":"en","type":"article","venue":"Macromolecular Rapid Communications","topic":"Polymer crystallization and properties","field":"Materials Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; University of Alberta","funders":"","keywords":"Breakup; Materials science; Drop (telecommunication); Composite material; Polycarbonate; Polyethylene; Deformation (meteorology); Simple shear; Shear flow; Shear (geology); Mechanics; Physics; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001807869,0.000371972,0.0003140263,0.0003062369,0.0003300593,0.0003740683,0.0002120988,0.0002679918,0.002861335],"category_scores_gemma":[0.0004789278,0.0002155697,0.0002617961,0.0001851724,0.0003671814,0.0005146717,0.0004569412,0.0005805622,0.0003131211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003276999,"about_ca_system_score_gemma":0.0001507552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000740963,"about_ca_topic_score_gemma":0.000727359,"domain_scores_codex":[0.9996462,0.00001939886,0.00001642172,0.00007786261,0.0001561771,0.00008392902],"domain_scores_gemma":[0.999552,0.0001215913,0.0001333477,0.00006314708,0.00005039414,0.00007949492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005555246,0.00001689346,0.0004104401,0.00001592791,0.00000902549,0.0001722512,0.00006564114,0.0001474552,0.9980162,0.00006053891,0.0000290447,0.001000982],"study_design_scores_gemma":[0.00001473705,0.000217049,0.007302206,0.000003821791,0.00000690366,0.000191098,0.00004367723,0.001577497,0.9900357,0.00004934677,0.0005502414,0.000007807242],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973629,0.000162022,0.001333471,0.00002575357,0.0000136826,0.0000161943,0.00007895177,0.00003996932,0.0009670233],"genre_scores_gemma":[0.9979975,0.0001145865,0.0005275349,0.0000240174,0.00001063683,0.00001112662,0.0001319437,0.00001617466,0.001166562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002861335,"threshold_uncertainty_score":0.009572089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02897962452002697,"score_gpt":0.2662139534607831,"score_spread":0.2372343289407562,"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."}}