{"id":"W4236517727","doi":"10.1007/978-3-642-20617-7_100480","title":"Tool Path Simulation","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Path (computing); Computer science; Computer network","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002544775,0.0001414456,0.0001173079,0.00004629416,0.00001711375,0.00002339419,0.00004729911,0.0001704111,0.001655037],"category_scores_gemma":[0.00000283892,0.000132994,0.0000359685,0.000003995879,0.000004341331,0.00001848058,0.000009005788,0.00009289395,0.0002147808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002150973,"about_ca_system_score_gemma":0.00000320122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.951081e-7,"about_ca_topic_score_gemma":9.024186e-7,"domain_scores_codex":[0.9996153,7.339078e-7,0.0001273668,0.00009926394,0.00008655385,0.00007082003],"domain_scores_gemma":[0.9997889,0.00001715772,0.00002266031,0.0001304962,0.00002139508,0.0000194144],"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":[5.640624e-7,2.960338e-7,3.469405e-7,0.00009111517,0.000009017836,3.455243e-7,0.000007305585,0.957061,3.763806e-7,0.0238285,0.0006691613,0.01833197],"study_design_scores_gemma":[0.00004580354,0.00000535949,0.000005480724,0.00003499139,0.00001088992,2.100786e-7,1.248428e-7,0.6494374,0.0000350023,0.002368084,0.347875,0.0001816177],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000006405343,0.00005940501,0.3002514,0.000002873328,0.0001334581,0.00005961638,0.000002226999,0.0003183825,0.6991663],"genre_scores_gemma":[0.1238178,0.00006077295,0.001607071,0.00005065805,0.0002530554,0.000003116927,0.00006827201,0.00008449552,0.8740547],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3472058,"threshold_uncertainty_score":0.9992576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009479552971504013,"score_gpt":0.1887154058217671,"score_spread":0.1792358528502631,"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."}}