{"id":"W2809953144","doi":"10.1145/3197517.3201338","title":"DSCarver","year":2018,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"Advanced Numerical Analysis Techniques","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Carving; Machining; Tool path; Computer science; Surface (topology); Curvature; Numerical control; Spiral (railway); Path (computing); Engineering drawing; Geometry; Mechanical engineering; Mathematics; Engineering","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":[0.0004237549,0.001751246,0.0009796321,0.001458346,0.0008714843,0.002586295,0.00297942,0.001269015,0.08414716],"category_scores_gemma":[0.0009209667,0.0008207909,0.001242359,0.0008410104,0.0005673084,0.001851753,0.002673422,0.001487635,0.05031265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008285836,"about_ca_system_score_gemma":0.0009446227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001990169,"about_ca_topic_score_gemma":0.005228579,"domain_scores_codex":[0.9991924,0.00005460396,0.0000504187,0.0002775941,0.0003291118,0.00009584518],"domain_scores_gemma":[0.9996243,0.00005206855,0.00002155529,0.0001405741,0.0001372089,0.00002430138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002847466,0.0001355975,0.001193564,0.0004132431,0.00009491992,0.0002885029,0.0001629676,0.01762339,0.01848869,0.03422019,0.1139409,0.8131533],"study_design_scores_gemma":[0.0001557394,0.0001546413,0.00107581,0.00009287999,0.00005060809,0.0007111077,0.0001286695,0.3337188,0.04820065,0.03071545,0.5849082,0.00008743216],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.00457821,0.000494649,0.8870566,0.0001478634,0.0003272023,0.0002012652,0.001551805,0.06905535,0.03658707],"genre_scores_gemma":[0.06067953,0.0004010668,0.8538848,0.0004344174,0.00008787192,0.000390776,0.01047545,0.01255209,0.06109406],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.08414716,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01261405317961514,"score_gpt":0.2502125801800868,"score_spread":0.2375985270004717,"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."}}