{"id":"W1816934263","doi":"","title":"New Product Development effectiveness: A pathway to sustainable competitive advantage","year":2014,"lang":"en","type":"article","venue":"Portland International Conference on Management of Engineering and Technology","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"New product development; Competitive advantage; Profitability index; Creativity; Revenue; Quality (philosophy); Process (computing); Industrial organization; Business; Process management; Product (mathematics); Market share; Risk analysis (engineering); Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002974995,0.0001609377,0.0001732268,0.0008910883,0.00005315053,0.00007337491,0.0002423914,0.00003439171,0.00006467024],"category_scores_gemma":[0.00005134979,0.0001541605,0.00001738638,0.0004453295,0.00001901238,0.0001421581,0.0003067424,0.00008530058,0.0000524767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003326675,"about_ca_system_score_gemma":0.00001131743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006743003,"about_ca_topic_score_gemma":0.000002591507,"domain_scores_codex":[0.9990913,0.00000320488,0.0002249607,0.0002913798,0.0001853744,0.0002037607],"domain_scores_gemma":[0.9994688,0.0000105786,0.00009282605,0.0001552545,0.0002580603,0.00001446539],"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":[0.00002689516,0.00004274714,0.001334647,0.0003059875,0.00007339856,0.000008644259,0.00001098238,0.00003784747,0.0002725174,0.9687202,0.000102435,0.02906368],"study_design_scores_gemma":[0.001957811,0.0001483623,0.01098387,0.0009439107,0.00004394522,0.000002993301,0.002178582,0.006430327,0.004112944,0.02006953,0.9524161,0.0007116069],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03539128,0.00003026888,0.03257143,0.002258197,0.0006038107,0.0007525682,0.000001159908,0.0003479493,0.9280433],"genre_scores_gemma":[0.9934023,0.000007862741,0.002741855,0.0001205773,0.0001079969,0.00005529228,0.00002203269,0.00001417705,0.003527888],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.958011,"threshold_uncertainty_score":0.6286483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009353045343025015,"score_gpt":0.2211256578896056,"score_spread":0.2117726125465805,"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."}}