{"id":"W4239773043","doi":"10.22215/etd/2005-07765","title":"Concurrent engineering practices that reduce new product development cycle time for incremental and radical innovation","year":2005,"lang":"en","type":"dissertation","venue":"","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"New product development; Product (mathematics); Concurrent engineering; Manufacturing engineering; Computer science; Engineering; Operations management; Business; Mathematics; Marketing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002125436,0.0004003555,0.0001613074,0.001426185,0.0006059865,0.001600322,0.001005945,0.0004876039,0.004014478],"category_scores_gemma":[0.01755178,0.0002936182,0.0003484237,0.001146381,0.0004227957,0.001442489,0.0009400253,0.0005796379,0.0006225817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007317613,"about_ca_system_score_gemma":0.004195679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003371034,"about_ca_topic_score_gemma":0.00889619,"domain_scores_codex":[0.997929,0.0004221016,0.0001242897,0.0003068249,0.001067546,0.0001501715],"domain_scores_gemma":[0.9869581,0.004994079,0.002490316,0.002351709,0.002721578,0.0004842082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003692321,0.002519808,0.0143269,0.0006306842,0.0001057989,0.000164438,0.002352773,0.01330776,0.07612494,0.0219114,0.002988991,0.8651972],"study_design_scores_gemma":[0.00267378,0.008345298,0.1456444,0.001681211,0.002134399,0.002911158,0.00719065,0.2183817,0.2919466,0.1056967,0.2130574,0.0003366769],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5978169,0.0017963,0.330543,0.001160949,0.0001858093,0.0008993446,0.00009636187,0.002089665,0.06541179],"genre_scores_gemma":[0.7734931,0.0006212995,0.2175486,0.0001354556,0.00004450654,0.0002922894,0.0001194174,0.0001567992,0.007588604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004014478,"threshold_uncertainty_score":0.01342982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03589382126535804,"score_gpt":0.2862897120633872,"score_spread":0.2503958907980291,"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."}}