{"id":"W4255024503","doi":"10.1515/ipp-2005-0072","title":"Experimental Investigation of the Effect of the Bubble Cone on the Cooling Jets used in the Blown Film Manufacturing Process","year":2005,"lang":"en","type":"article","venue":"International Polymer Processing","topic":"Fluid Dynamics and Heat Transfer","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Bubble; Materials science; Mechanics; Jet (fluid); 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":[0.000726038,0.000446882,0.0005628327,0.0002506997,0.0004017347,0.0004336984,0.000549635,0.0005465747,0.00110077],"category_scores_gemma":[0.001519495,0.0003266114,0.0002233985,0.0002371884,0.0004519439,0.0004741476,0.0003416113,0.0006523843,0.0001681142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003783994,"about_ca_system_score_gemma":0.0002923715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001164441,"about_ca_topic_score_gemma":0.001466223,"domain_scores_codex":[0.999043,0.0001026773,0.00004674197,0.0001900611,0.0004912671,0.0001262872],"domain_scores_gemma":[0.9986709,0.0005082953,0.0002581883,0.000109878,0.0003529103,0.0000998345],"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":[0.0001320053,0.00004861623,0.0005282044,0.0000528392,0.000002455919,0.0001058673,0.0000815576,0.0001961401,0.997143,0.00003019258,0.00002377637,0.001655208],"study_design_scores_gemma":[0.00002116292,0.001025258,0.005150771,0.000008415172,0.000009066904,0.00006972881,0.00004883874,0.002410039,0.9908471,0.000009952766,0.0003877328,0.00001204161],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958022,0.0002199701,0.003328195,0.00001900775,0.00001676315,0.00006031975,0.00006911395,0.00006914296,0.0004153021],"genre_scores_gemma":[0.9941042,0.0001423319,0.005183745,0.00002242472,0.00001190391,0.00003525364,0.00007981271,0.00002898453,0.0003914028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001164441,"threshold_uncertainty_score":0.003839731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008688288470292859,"score_gpt":0.2347782690708078,"score_spread":0.226089980600515,"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."}}