{"id":"W2891005108","doi":"","title":"Cascading lean: Longitudinal, multi-level study of work values and lean-team performance","year":2018,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nuclear Waste Management Organization","funders":"","keywords":"Lean manufacturing; Work (physics); Computer science; Operations management; Process management; 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":[0.001613399,0.00008252586,0.0001485503,0.0006816214,0.0004815597,0.00007318156,0.0002820841,0.00003799511,0.0000816562],"category_scores_gemma":[0.0001075821,0.00008823695,0.00003009142,0.0006119349,0.000273835,0.003223181,0.0005498549,0.0001420727,0.0001102126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004531514,"about_ca_system_score_gemma":0.00001526638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001846816,"about_ca_topic_score_gemma":0.0001619462,"domain_scores_codex":[0.9988703,0.00002243969,0.0002147988,0.0001149126,0.000550655,0.0002268914],"domain_scores_gemma":[0.9989445,0.00004479833,0.000184039,0.0001937202,0.0006159687,0.00001696442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001975709,0.001685401,0.7562485,0.004565549,0.0004644813,0.0000104004,0.05183883,0.001230518,0.00007589245,0.007271445,0.07044597,0.1041873],"study_design_scores_gemma":[0.005411677,0.0007081372,0.668139,0.0005705248,0.0001113938,0.00000117532,0.1875638,0.0779341,0.0001461599,0.000286569,0.05867759,0.0004498847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990445,0.000008827304,0.001438604,0.0001649059,0.00006635199,0.0004171601,0.00000264869,0.00002412205,0.007432411],"genre_scores_gemma":[0.9988347,0.00003504622,0.0002943529,0.0000197755,0.00007328764,4.040503e-7,0.00001319366,0.000003442634,0.0007257477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.135725,"threshold_uncertainty_score":0.3703817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1488799677505665,"score_gpt":0.31449563374503,"score_spread":0.1656156659944636,"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."}}