{"id":"W2061959850","doi":"10.3722/cadaps.2010.621-637","title":"Undercut Free Parting Direction Determination for Injection Molded Parts Using Surface Based Accessibility Analysis","year":2010,"lang":"en","type":"article","venue":"Computer-Aided Design and Applications","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Undercut; Surface (topology); Engineering drawing; Materials science; Flat surface; Geometry; Mechanical engineering; Computer science; Engineering; Mathematics; Composite material","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":[0.0002541225,0.0005771173,0.0005282621,0.001527905,0.000241022,0.0006684752,0.0003712428,0.0003776867,0.003142309],"category_scores_gemma":[0.001265985,0.0003223692,0.0004947839,0.0005256562,0.0003011241,0.0006682628,0.0004466763,0.0003333344,0.0006284464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001704742,"about_ca_system_score_gemma":0.0003580186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001050337,"about_ca_topic_score_gemma":0.002513082,"domain_scores_codex":[0.9997471,0.00003413823,0.00001178641,0.00004192616,0.000142665,0.00002233647],"domain_scores_gemma":[0.9990627,0.0004348525,0.00008935815,0.0001012816,0.0002829491,0.00002882782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005324584,0.000162035,0.01019823,0.0003111458,0.00005631891,0.0002136379,0.0002565452,0.1727034,0.1669653,0.004108639,0.001175703,0.6433166],"study_design_scores_gemma":[0.00001431308,0.0001519275,0.004530911,0.00001018607,0.00002646847,0.0001346371,0.0000605024,0.9654917,0.02726536,0.001234666,0.001059901,0.00001943913],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1310117,0.0001061632,0.8647804,0.00002469993,0.00001399961,0.00005741706,0.00008911191,0.001409625,0.002506923],"genre_scores_gemma":[0.8415089,0.00008693645,0.1563461,0.00001002414,0.000008655305,0.00003829921,0.0002557723,0.0001758051,0.001569496],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003142309,"threshold_uncertainty_score":0.01051205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02940575225078817,"score_gpt":0.2691461958558815,"score_spread":0.2397404436050933,"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."}}