{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002140709,0.0001001976,0.000132234,0.003485546,0.00002816399,0.00007605018,0.000464511,0.00006318933,0.000001175735],"category_scores_gemma":[0.0008484958,0.00009099856,0.00001156243,0.001157993,0.0001051438,0.0002351396,0.00005109175,0.0004543002,5.742703e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003445851,"about_ca_system_score_gemma":0.0001476279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.612539e-7,"about_ca_topic_score_gemma":1.221224e-7,"domain_scores_codex":[0.9987195,0.000007900593,0.00027646,0.0001327442,0.0005769391,0.0002864384],"domain_scores_gemma":[0.9984797,0.0001946356,0.00004612598,0.0000788727,0.001128133,0.00007255834],"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":[0.00002215563,0.00001719183,0.0001196843,0.00001892934,0.000009668813,0.00001402082,0.00006149447,0.9845172,0.002459783,0.001930399,0.00003299071,0.01079651],"study_design_scores_gemma":[0.0006209518,0.0002163036,0.0002368743,0.0002169185,5.328639e-7,0.00002162658,0.00005799741,0.8298569,0.1668949,0.0005598219,0.001217073,0.0001000686],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2619438,0.0001701478,0.7356591,0.0008418974,0.00100141,0.0001906821,0.000002681818,0.00008866969,0.000101636],"genre_scores_gemma":[0.9711518,0.00002597251,0.0287095,0.000005637353,0.0000715241,0.00001940166,6.20049e-7,0.00001323467,0.000002282057],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7092081,"threshold_uncertainty_score":0.3710814,"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."}}