{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002937461,0.0001401602,0.000194213,0.00007589033,0.0002774365,0.00005707863,0.0008465847,0.00006472412,0.002554228],"category_scores_gemma":[0.00005347944,0.0001331938,0.00009188768,0.000269861,0.0003540788,0.0001103687,0.0002037935,0.00009881304,0.0001430505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001739652,"about_ca_system_score_gemma":0.00009892604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000164116,"about_ca_topic_score_gemma":0.000016913,"domain_scores_codex":[0.9984936,0.000504433,0.0003572353,0.0001904693,0.0002093168,0.0002449488],"domain_scores_gemma":[0.9978112,0.00006676748,0.0001293595,0.001822621,0.00009628116,0.00007377716],"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":[0.000009053152,0.0001665772,0.00006185655,0.00001318145,0.00002452302,0.000001035201,0.0004009288,0.00009317046,0.8664215,0.1319215,0.000310452,0.0005762228],"study_design_scores_gemma":[0.0005531255,0.00006040559,0.000151499,0.00002197173,0.00003937682,0.00002930004,0.0004744867,0.0003526056,0.9346794,0.00494201,0.05839803,0.0002977957],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3806612,0.1023975,0.2381873,0.007600111,0.0005610645,0.001491883,0.0002805811,0.0007628902,0.2680574],"genre_scores_gemma":[0.9934524,0.0003340815,0.004854711,0.0006734157,0.000004472943,0.00003541952,0.00003966213,0.00002675768,0.0005790913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6127911,"threshold_uncertainty_score":0.9983576,"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."}}