{"id":"W2493512976","doi":"10.4018/978-1-4666-6252-0.ch013","title":"An Integrated Design for a CNC Machine","year":2014,"lang":"en","type":"book-chapter","venue":"Advances in systems analysis, software engineering, and high performance computing book series","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Numerical control; Stepper; Machining; Motion control; Machine tool; Stepper motor; Interface (matter); Engineering drawing; Engineering; Simple (philosophy); Computer science; Rapid prototyping; Control engineering; Mechanical engineering; Artificial intelligence; Operating system; Robot","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003338543,0.0006725922,0.001120596,0.0007012797,0.000159354,0.0001756773,0.0002629184,0.0003159887,0.00001673393],"category_scores_gemma":[0.0000247296,0.0006681843,0.0001176536,0.0001592666,0.00005684789,0.0007193987,0.00003521303,0.0003660133,0.000002050502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001266634,"about_ca_system_score_gemma":0.00002451629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002363264,"about_ca_topic_score_gemma":0.00003267003,"domain_scores_codex":[0.9980791,0.0000137321,0.0007537043,0.0005293078,0.0002091909,0.000415014],"domain_scores_gemma":[0.9990084,0.0001485851,0.0002226877,0.0003810131,0.0001273099,0.0001119673],"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":[0.00002090551,0.000004018186,0.0002442996,0.002134129,0.0002664006,0.000002038529,0.0001370164,0.9893882,0.000001171022,0.002092785,0.000023646,0.00568543],"study_design_scores_gemma":[0.0002419685,0.0001439672,0.0001345679,0.0006757174,0.0002626081,0.000007972526,0.000008121849,0.8498685,0.000039382,0.00002272245,0.147897,0.0006974253],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0005864938,0.02886582,0.9683269,0.000001905205,0.000617186,0.0004709454,0.00005321945,0.0008011942,0.000276325],"genre_scores_gemma":[0.8000749,0.0475035,0.1277655,0.00004006503,0.001054287,0.0002346833,0.0015598,0.0006039819,0.0211632],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8405614,"threshold_uncertainty_score":0.9995769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005456088038158712,"score_gpt":0.1963795575206436,"score_spread":0.1909234694824849,"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."}}