{"id":"W2076211686","doi":"10.1002/aic.12734","title":"Numerical simulation of the wire‐pinning process in PET film casting: Steady‐state results","year":2011,"lang":"en","type":"article","venue":"AIChE Journal","topic":"Material Properties and Processing","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Technical University of Athens","keywords":"Wetting; Materials science; Casting; Contact angle; Continuous casting; Air entrainment; Mechanics; Pinning force; Composite material; Line (geometry); Mechanical engineering; Engineering; Magnetic field; Geometry; Physics; Mathematics","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":[0.0003111406,0.00008552449,0.0001211153,0.00004129346,0.00006978882,0.00003335665,0.0001423281,0.0000271102,0.00004658308],"category_scores_gemma":[0.0001078045,0.00005710837,0.00002845974,0.0001517712,0.00001872341,0.0001843441,0.00001823434,0.0002499355,0.000002614198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002541073,"about_ca_system_score_gemma":0.00002752177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003424555,"about_ca_topic_score_gemma":0.000004043377,"domain_scores_codex":[0.9992137,0.00003839629,0.0003731669,0.00006644236,0.0001370951,0.000171203],"domain_scores_gemma":[0.9996755,0.00002515839,0.0001206025,0.00008145547,0.0000602808,0.00003707439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001220965,0.00001401008,0.001306967,0.0001350636,0.0000112775,0.00001408772,0.008968263,0.9840861,0.001968442,0.000001494385,0.00005805331,0.00331414],"study_design_scores_gemma":[0.0006777127,0.00006423587,0.008955023,0.000514609,0.00001180376,0.0001243728,0.0004756394,0.9692429,0.01888891,0.0004779428,0.0003821902,0.0001847086],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942858,0.000117057,0.001447359,0.00003868018,0.0002892865,0.00005511357,0.000002162899,0.00002641255,0.003738104],"genre_scores_gemma":[0.9995541,0.000009340624,0.0002696581,0.00002217417,0.00007588667,9.76044e-7,4.022428e-7,0.00001662354,0.0000508436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01692047,"threshold_uncertainty_score":0.2328812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03853335775230074,"score_gpt":0.246626792282775,"score_spread":0.2080934345304743,"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."}}