{"id":"W1524926070","doi":"","title":"New Product Development: From efficiency to value creation","year":2013,"lang":"en","type":"article","venue":"Portland International Conference on Management of Engineering and Technology","topic":"Intellectual Property and Patents","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"New product development; Creativity; Concurrent engineering; Quality (philosophy); Product (mathematics); Time to market; Competitive advantage; Process management; Value (mathematics); Computer science; Risk analysis (engineering); Business; Knowledge management; Manufacturing engineering; Operations management; Marketing; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005606611,0.0001138464,0.0001062617,0.0004318577,0.00003714359,0.0000762705,0.0002242044,0.00003834681,0.0005776282],"category_scores_gemma":[0.00003449685,0.00009798726,0.00001266363,0.000219347,0.0000138422,0.000181142,0.0001349729,0.00007080544,0.0002404784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000117273,"about_ca_system_score_gemma":0.00000698554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000240437,"about_ca_topic_score_gemma":0.0000026334,"domain_scores_codex":[0.9993111,0.000001038877,0.0001866542,0.0002185731,0.0001561573,0.0001265125],"domain_scores_gemma":[0.9996954,0.000006052087,0.00005983453,0.0001091003,0.0001171611,0.00001241209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004788246,0.0001284049,0.006930197,0.0001473672,0.0002552572,0.000008433756,0.000103459,0.001186484,0.004676674,0.695622,0.00318907,0.2877047],"study_design_scores_gemma":[0.003927454,0.0003703865,0.1394562,0.002830405,0.0002042607,0.000008633951,0.001063047,0.3086613,0.0295495,0.05874417,0.452718,0.002466663],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8386111,0.00007897138,0.02671736,0.005349878,0.0007909098,0.000632843,0.000002233213,0.0002975593,0.1275192],"genre_scores_gemma":[0.9946361,0.00001965959,0.003340437,0.0001153986,0.00009939361,0.00002689385,0.00002976095,0.000008959247,0.001723366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6368778,"threshold_uncertainty_score":0.6324624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04337650129960773,"score_gpt":0.2140840446808117,"score_spread":0.170707543381204,"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."}}