{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001296771,0.001125041,0.0007382625,0.003652558,0.0005053289,0.003142307,0.001564703,0.001021893,0.002527707],"category_scores_gemma":[0.004598905,0.000452088,0.001513239,0.002105203,0.001237656,0.00307904,0.001280781,0.001025467,0.0006551519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001844254,"about_ca_system_score_gemma":0.001019014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003521161,"about_ca_topic_score_gemma":0.001797708,"domain_scores_codex":[0.9977417,0.0004340688,0.0001804779,0.0003963535,0.001097692,0.0001497944],"domain_scores_gemma":[0.9976659,0.0009451904,0.0004542137,0.0002867705,0.0005679822,0.00008000308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000601079,0.00008604362,0.003577825,0.0002158608,0.00005024665,0.0002361224,0.000216769,0.5038813,0.005420179,0.4198025,0.001636198,0.06481696],"study_design_scores_gemma":[0.000005894863,0.00007944711,0.0009088349,0.00002398044,0.00002437216,0.0001600062,0.00003188511,0.9382772,0.001312322,0.05411615,0.005035203,0.00002464901],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01156149,0.0003547433,0.9809225,0.0002319175,0.00003764075,0.00007998056,0.0001736959,0.0001765207,0.006461437],"genre_scores_gemma":[0.6612647,0.001547588,0.3297693,0.0001625314,0.0001630604,0.0005989993,0.001032553,0.0001560921,0.005305223],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003652558,"threshold_uncertainty_score":0.01338106,"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."}}