{"id":"W2522660486","doi":"","title":"Design for Manufacturing Based On oncurrent Engineering","year":2015,"lang":"en","type":"article","venue":"International Journal of Innovative Research in Science Engineering and Technology","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shipbuilding; Automotive industry; Aerospace; Key (lock); Concurrent engineering; Manufacturing engineering; Engineering management; Business; Engineering; Class (philosophy); Operations management; Computer science; Computer security","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":[0.0007043966,0.000748997,0.0004929063,0.0006572526,0.000794808,0.00230402,0.001188413,0.0007483705,0.01011198],"category_scores_gemma":[0.00123063,0.0003391209,0.0006852474,0.0005435433,0.0009368825,0.001383478,0.001495742,0.0007045913,0.001882688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008134294,"about_ca_system_score_gemma":0.001035223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001111557,"about_ca_topic_score_gemma":0.002225727,"domain_scores_codex":[0.9992092,0.000168698,0.00004403613,0.0001316736,0.0003732808,0.00007307776],"domain_scores_gemma":[0.9995628,0.0001252384,0.00004542104,0.0001157061,0.0001319372,0.00001895053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001300187,0.0002915619,0.001153231,0.000753484,0.00008692051,0.000266864,0.0004291138,0.1458904,0.04407437,0.3747637,0.003937063,0.4282234],"study_design_scores_gemma":[0.0001038748,0.0005131174,0.0008026413,0.0002168389,0.00009117411,0.0003870091,0.0001341528,0.6273745,0.02725699,0.1599961,0.1830715,0.00005216609],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005969427,0.000343491,0.9662029,0.0001890078,0.0001614393,0.0001250805,0.00002593973,0.0006417187,0.02634098],"genre_scores_gemma":[0.3135043,0.001161696,0.6527368,0.0003214642,0.0001038256,0.0005486374,0.0002203354,0.0002236356,0.03117924],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01011198,"threshold_uncertainty_score":0.03382796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07231205595417406,"score_gpt":0.3558779415912648,"score_spread":0.2835658856370907,"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."}}