{"id":"W7014514325","doi":"","title":"Prediction of swell phenomena using adaptive local mesh refinement and weight optimization procedure in extrusion blow molding process","year":2010,"lang":"en","type":"article","venue":"NPARC","topic":"Lower Extremity Biomechanics and Pathologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Extrusion; Process (computing); Swell; Blow molding; Molding (decorative); Displacement (psychology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003110903,0.0003314821,0.0004136856,0.0003218634,0.0002154189,0.0003440911,0.0003915975,0.0006102526,0.000876276],"category_scores_gemma":[0.001063399,0.0002022071,0.0003698342,0.0002051154,0.0002788316,0.0005672703,0.0002886783,0.0003128919,0.0001246562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001812988,"about_ca_system_score_gemma":0.0002804946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001674524,"about_ca_topic_score_gemma":0.001529175,"domain_scores_codex":[0.999912,0.00001909762,0.000004695272,0.00001752768,0.00003686768,0.00000986456],"domain_scores_gemma":[0.9994155,0.0003330028,0.00007970085,0.00004393196,0.000104619,0.00002323691],"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":[0.0003738521,0.0001625212,0.006331726,0.0001747275,0.00002327562,0.0003203016,0.0001277738,0.8389127,0.09723903,0.001278921,0.0003509157,0.05470431],"study_design_scores_gemma":[0.000003944047,0.00002220219,0.0005416307,0.000001776193,0.000002105908,0.000009886609,0.000004764839,0.993988,0.005319239,0.00007042006,0.00003338132,0.000002603909],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7072,0.0001425594,0.2902903,0.00006971141,0.00004088964,0.0000485834,0.00005276244,0.0003878265,0.001767452],"genre_scores_gemma":[0.980065,0.00005132379,0.01903968,0.00000610907,0.000004821486,0.00001657086,0.00003435332,0.00004369157,0.0007385282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001674524,"threshold_uncertainty_score":0.003329575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01632856397893965,"score_gpt":0.209908851405286,"score_spread":0.1935802874263464,"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."}}