{"id":"W2166370887","doi":"10.1002/adv.20039","title":"Temperature gradients in blown film bubbles","year":2005,"lang":"en","type":"article","venue":"Advances in Polymer Technology","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Materials science; Bubble; Heat transfer; Convection; Extrusion; Mechanics; Line (geometry); Film temperature; Temperature gradient; Composite material; Thermodynamics; Meteorology; Turbulence; Nusselt number; Physics; Geometry","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":[0.0001285525,0.0001798475,0.0002591765,0.0001826625,0.0002119256,0.0005004749,0.0001484245,0.0002458802,0.002046801],"category_scores_gemma":[0.0006051075,0.000171664,0.00009127266,0.00009109102,0.000318917,0.0005638962,0.000250885,0.0004059024,0.0001822978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003470618,"about_ca_system_score_gemma":0.0001163346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007978338,"about_ca_topic_score_gemma":0.0003428021,"domain_scores_codex":[0.9998932,0.000009361962,0.000003691028,0.00003736869,0.0000350623,0.00002137213],"domain_scores_gemma":[0.9998283,0.00004911623,0.00004562711,0.000009107355,0.00004370509,0.00002396564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002491593,0.00002101456,0.001292331,0.00008377137,0.000007562055,0.0003126973,0.0001451063,0.002410432,0.9899811,0.001026446,0.000186479,0.004283959],"study_design_scores_gemma":[0.0000836684,0.000351769,0.01587274,0.00003105717,0.00002020834,0.0003251629,0.0001111897,0.04953814,0.9280347,0.001253152,0.004340846,0.00003728634],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914742,0.0007653268,0.004873346,0.00007933206,0.00003448985,0.00001642749,0.000108087,0.000113412,0.002535337],"genre_scores_gemma":[0.9984579,0.00009121717,0.0007162969,0.00001120944,0.000005968597,0.000005049022,0.00005654773,0.00001399843,0.0006418236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002046801,"threshold_uncertainty_score":0.006847203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002308175198681606,"score_gpt":0.2234766014280506,"score_spread":0.221168426229369,"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."}}