{"id":"W7096718631","doi":"","title":"Introducing a CAD/CAM Laboratory to Support an Undergraduate Course in Manufacturing Engineering","year":2011,"lang":"en","type":"article","venue":"","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Product (mathematics); Course (navigation); Machining; Software; Engineering education; Technical university; Production engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009421764,0.0009910756,0.0004653989,0.0007323774,0.0007514593,0.001770122,0.001269916,0.001092847,0.03923829],"category_scores_gemma":[0.001476072,0.0003861588,0.0005153794,0.0003811363,0.00038207,0.0006206151,0.001524029,0.00130628,0.01967475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001332138,"about_ca_system_score_gemma":0.004064621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001970766,"about_ca_topic_score_gemma":0.005148052,"domain_scores_codex":[0.9994167,0.00006485866,0.00002548756,0.0000985887,0.0002708066,0.0001235811],"domain_scores_gemma":[0.9986578,0.0001435161,0.0000768094,0.0001671098,0.0003638037,0.0005908998],"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":[0.000392444,0.003115969,0.005538417,0.0007423899,0.00001274386,0.0006460024,0.001078886,0.004449279,0.2447104,0.007472096,0.03604179,0.6957996],"study_design_scores_gemma":[0.0004558394,0.007605486,0.03868378,0.0005879382,0.00005074314,0.002643751,0.00105733,0.01838446,0.137918,0.005351158,0.7870504,0.0002111402],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1644961,0.001247493,0.5840665,0.003577295,0.001602998,0.005733431,0.001239987,0.01992822,0.218108],"genre_scores_gemma":[0.2621978,0.001058561,0.6260249,0.001316092,0.0003882029,0.001247128,0.001970776,0.0005102589,0.1052862],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03923829,"threshold_uncertainty_score":0.1312652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009633118983407216,"score_gpt":0.2059187148657267,"score_spread":0.1962855958823195,"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."}}