{"id":"W2495779680","doi":"10.1016/b978-0-12-805187-0.00005-x","title":"KM successes and failures: some personal reflections on major challenges","year":2016,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Engineering ethics; History; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01085825,0.0007666839,0.0004813406,0.001843323,0.005160994,0.0128148,0.001222312,0.005802037,0.006313132],"category_scores_gemma":[0.02037403,0.0004265027,0.0004166829,0.003806743,0.009497548,0.02047812,0.005790878,0.008997142,0.001435133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003669804,"about_ca_system_score_gemma":0.003402431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004689074,"about_ca_topic_score_gemma":0.0156883,"domain_scores_codex":[0.995364,0.002164018,0.0002336435,0.0003328265,0.001324489,0.0005811515],"domain_scores_gemma":[0.9750217,0.01905337,0.0007453631,0.000637115,0.002989835,0.001552554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006605113,0.0001115232,0.002022698,0.0006533582,0.00002402554,0.0007689978,0.1076614,0.000418163,0.0006433387,0.1176357,0.4466035,0.3233911],"study_design_scores_gemma":[0.000008876397,0.00004998699,0.002117345,0.001344164,0.0000125466,0.000735506,0.1453015,0.0002291127,0.0004303552,0.06406822,0.7856397,0.00006267883],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01665389,0.0945176,0.006126117,0.790089,0.01000649,0.00002814823,0.00008637697,0.0001352297,0.08235723],"genre_scores_gemma":[0.4418761,0.1594594,0.01067447,0.187727,0.01848227,0.0001616515,0.0001454176,0.0007602463,0.1807133],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0128148,"threshold_uncertainty_score":0.0574246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0402334829015706,"score_gpt":0.2636916903905636,"score_spread":0.2234582074889929,"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."}}