{"id":"W4285099169","doi":"10.18280/jesa.550307","title":"Present and Future Impacts of Computer-Aided Design/ Computer-Aided Manufacturing (CAD/CAM)","year":2022,"lang":"en","type":"article","venue":"Journal Européen des Systèmes Automatisés","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CAD; Computer-aided manufacturing; Computer Aided Design; Manufacturing engineering; Shipbuilding; Computer-aided technologies; Engineering; Product design; Aerospace; Product (mathematics); Computer science; Engineering drawing; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001757014,0.0005486186,0.0003144601,0.001419978,0.000518387,0.002297279,0.0005656282,0.00155693,0.01671569],"category_scores_gemma":[0.002190721,0.0001692107,0.0004434131,0.001509171,0.0009661373,0.00228942,0.0008155805,0.0009653888,0.002040542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009986017,"about_ca_system_score_gemma":0.002010703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001547791,"about_ca_topic_score_gemma":0.002903656,"domain_scores_codex":[0.9989235,0.0002267362,0.00007069498,0.0001253911,0.0005577288,0.0000958851],"domain_scores_gemma":[0.9974838,0.0009721976,0.0002411666,0.00007548685,0.001059508,0.0001677753],"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":[0.0001079713,0.0000939509,0.002963616,0.002865584,0.00003505771,0.0003405262,0.0002378982,0.001446104,0.004868887,0.02985897,0.01995417,0.9372273],"study_design_scores_gemma":[0.000009105136,0.0003774782,0.008052221,0.003571092,0.0001120368,0.001939954,0.001481827,0.001662482,0.007123552,0.02128523,0.9543064,0.0000786329],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008743018,0.8944467,0.004484719,0.01362897,0.001537111,0.00002171761,0.0001829913,0.00007998193,0.07687469],"genre_scores_gemma":[0.08378229,0.8938187,0.00616948,0.002139521,0.001428272,0.00002337908,0.0001953862,0.00002023939,0.01242278],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01671569,"threshold_uncertainty_score":0.05591953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02088105601271207,"score_gpt":0.2575672445845569,"score_spread":0.2366861885718449,"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."}}