{"id":"W2954075654","doi":"","title":"Kaizen event effectiveness and problem-solving style awareness : A video-based field examination","year":2019,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nuclear Waste Management Organization","funders":"University of Twente","keywords":"Kaizen; Psychology; Longitudinal field; Applied psychology; Team effectiveness; Intervention (counseling); Event (particle physics); Computer science; Engineering; Operations management; Knowledge management; Lean manufacturing","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":[0.002232999,0.0003300784,0.0003046159,0.001639551,0.0008659959,0.0008007849,0.0004884765,0.0003854504,0.002233459],"category_scores_gemma":[0.009310062,0.0002880599,0.0002425069,0.0005013852,0.0005041655,0.0006401394,0.0008529794,0.0009607633,0.0003027586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008090895,"about_ca_system_score_gemma":0.0009041431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004680552,"about_ca_topic_score_gemma":0.01025299,"domain_scores_codex":[0.9993819,0.0002068594,0.00004819834,0.0001195946,0.000126564,0.0001168282],"domain_scores_gemma":[0.9929763,0.003122769,0.000981204,0.0003524807,0.001182332,0.001384947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002612547,0.02311321,0.6319356,0.0006714334,0.0001535573,0.001424091,0.1081451,0.0008822888,0.01509061,0.0005060156,0.002979259,0.2124864],"study_design_scores_gemma":[0.0001011327,0.003501086,0.9669077,0.00008055964,0.00002874511,0.0001574879,0.02359836,0.0007634424,0.00212891,0.0001673108,0.002503447,0.00006181838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987754,0.0000159039,0.0001915554,0.00002705207,0.000005211329,0.0001231578,0.0001125655,0.000006524177,0.0007426119],"genre_scores_gemma":[0.9960489,0.0001011877,0.001171803,0.00004245246,0.00001137553,0.0004993412,0.0003412672,0.000006750785,0.001776921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004680552,"threshold_uncertainty_score":0.01180935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03459133030511841,"score_gpt":0.3572253036839927,"score_spread":0.3226339733788743,"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."}}