{"id":"W3087926714","doi":"10.1177/1063293x20958916","title":"Performance measurement of a lean product development process","year":2020,"lang":"en","type":"article","venue":"Concurrent Engineering","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Process (computing); New product development; Lean laboratory; Product (mathematics); Lean project management; Engineering; Process management; Manufacturing engineering; Lean manufacturing; Systems engineering; Measure (data warehouse); Chart; Computer science; Software development; Business; Data mining","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":[0.01000053,0.001225758,0.0005718553,0.003608033,0.0006494218,0.003344812,0.0008037298,0.0007648264,0.0008960663],"category_scores_gemma":[0.02041449,0.0003715361,0.0004806526,0.003426206,0.0009051688,0.003222708,0.001456876,0.0008219778,0.0003936585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002968113,"about_ca_system_score_gemma":0.002686158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002976474,"about_ca_topic_score_gemma":0.001169206,"domain_scores_codex":[0.9855003,0.005273531,0.0008208018,0.000933168,0.006960132,0.0005119795],"domain_scores_gemma":[0.9793737,0.007873376,0.003456651,0.001784333,0.007059796,0.0004521349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001159075,0.001509183,0.05304724,0.001049726,0.0001945927,0.0001950525,0.003094124,0.3491629,0.04020327,0.05771106,0.003348042,0.4893257],"study_design_scores_gemma":[0.0001106224,0.002958462,0.03158372,0.0003354521,0.0001053305,0.0001722871,0.0012999,0.8685426,0.06002577,0.0228499,0.01179725,0.0002187025],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2630705,0.0004775418,0.7181183,0.0003956046,0.0000504082,0.000682166,0.0004288259,0.001842946,0.01493379],"genre_scores_gemma":[0.7724888,0.0003013888,0.2249189,0.00005089494,0.000016001,0.0003604537,0.0005812032,0.0001110333,0.001171367],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01000053,"threshold_uncertainty_score":0.05288845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04921021213221681,"score_gpt":0.2157923075578224,"score_spread":0.1665820954256055,"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."}}