{"id":"W2970690216","doi":"10.1109/iv.2019.00080","title":"Proposition of a Geometric Complexity Model for Additive Manufacturing Process Based on CAD","year":2019,"lang":"en","type":"article","venue":"","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"CAD; Computer science; Metric (unit); Computer Aided Design; Field (mathematics); Component (thermodynamics); Geometric modeling; Process (computing); Engineering drawing; Industrial engineering; Mathematics; Engineering; Mechanical engineering; Programming language","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":[0.00005875119,0.0001167132,0.0001474811,0.000210537,0.00002875116,0.00001422335,0.00007807334,0.00005611762,0.0001423368],"category_scores_gemma":[0.0000086236,0.0001038101,0.00004322279,0.000109259,0.00001080705,0.0001126851,0.000005904473,0.00006240999,0.000007092563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004191121,"about_ca_system_score_gemma":0.00001479216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005328925,"about_ca_topic_score_gemma":0.000003565406,"domain_scores_codex":[0.9994052,0.000003513054,0.0001519628,0.0001492553,0.0001417129,0.0001483391],"domain_scores_gemma":[0.9997085,0.000037096,0.00004202327,0.0001166714,0.00006439372,0.00003133058],"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":[0.00003691253,0.00002869512,0.00002180717,0.0006902246,0.000008461616,4.650978e-8,0.00005382038,0.9969064,0.00004613624,0.000212663,0.00005990959,0.0019349],"study_design_scores_gemma":[0.0003531006,0.00005943733,0.0003742943,0.000033702,0.000007059929,1.355147e-7,0.00001042421,0.7775053,0.2210809,0.000457021,0.00001382842,0.0001048028],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1490005,0.000004881379,0.8419422,0.00001582808,0.00004926508,0.0006273451,0.00008351451,0.0001685671,0.008107888],"genre_scores_gemma":[0.9902639,0.000002433127,0.009309524,0.00003182141,0.00001443283,0.00006255216,0.0001088386,0.00002410394,0.0001823783],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8412634,"threshold_uncertainty_score":0.4233253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01837493191139592,"score_gpt":0.2330219246080631,"score_spread":0.2146469926966672,"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."}}