{"id":"W2030501919","doi":"10.1002/pen.24046","title":"Wall slip heating","year":2014,"lang":"en","type":"article","venue":"Polymer Engineering and Science","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Materials science; Mechanics; Slip (aerodynamics); Composite material; Die swell; Extrusion; Heat transfer; Heat flux; Boundary value problem; Thermodynamics","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":[0.0002500618,0.00009497684,0.0001068664,0.0000762818,0.0001420216,0.0000219135,0.0001367888,0.0000314254,0.00000582332],"category_scores_gemma":[0.0001844582,0.00008633093,0.00001711422,0.0001981835,0.000140928,0.00009505903,0.00007800577,0.0001113944,0.000009149664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001369322,"about_ca_system_score_gemma":0.000007098208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002704032,"about_ca_topic_score_gemma":6.334394e-7,"domain_scores_codex":[0.9992906,0.000003103782,0.00009881538,0.0002006994,0.000110925,0.0002958024],"domain_scores_gemma":[0.9996766,0.00008224128,0.00001128919,0.0001228256,0.0000168812,0.00009016858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002099857,0.000008531619,0.003095313,0.00003296567,0.00001073143,0.000001138542,0.000497932,0.01358759,0.7979605,0.1804122,0.00001136502,0.004379626],"study_design_scores_gemma":[0.00007789294,0.00001108488,0.00192534,0.00001517748,0.000003442877,0.000008413981,0.000008327493,0.9771083,0.02061441,0.00003001353,0.00008209083,0.0001155115],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7748556,0.001124788,0.2191358,0.0002354935,0.0003110992,0.00003184438,6.746982e-7,0.0002565299,0.004048104],"genre_scores_gemma":[0.9969124,0.00001356751,0.002090666,0.00006743892,0.00005451468,0.000004314578,2.945868e-7,0.00000809235,0.0008487399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9635207,"threshold_uncertainty_score":0.3520473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005173525427705071,"score_gpt":0.1991613580564355,"score_spread":0.1939878326287304,"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."}}