{"id":"W3141679375","doi":"","title":"Managing knowledge, creativity, and innovation","year":2017,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Creativity; Knowledge management; Business; Psychology; Computer science; Social psychology","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":[0.005149918,0.0003702662,0.00048454,0.001740841,0.002931647,0.01601136,0.001119741,0.003724282,0.00284864],"category_scores_gemma":[0.006376902,0.0002339738,0.0003407618,0.002457139,0.01349949,0.009959854,0.00544199,0.002075313,0.0004171294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003789279,"about_ca_system_score_gemma":0.006366007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001097042,"about_ca_topic_score_gemma":0.001116348,"domain_scores_codex":[0.9952288,0.00232228,0.0002333891,0.0004431689,0.001246291,0.0005260585],"domain_scores_gemma":[0.9951246,0.00272698,0.0007364245,0.0005123353,0.0003462362,0.0005533235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001668498,0.00003906126,0.000743506,0.0002195725,0.00002187217,0.0001456425,0.005449737,0.001174703,0.0003253186,0.9285004,0.003273805,0.06008974],"study_design_scores_gemma":[0.00001349201,0.00003290551,0.0008511156,0.0003333036,0.00001421616,0.000130707,0.003689113,0.0009684413,0.0004267069,0.9206166,0.07290041,0.00002302821],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1031729,0.08516271,0.07261341,0.1129279,0.001604603,0.0001863378,0.00006840596,0.0002481805,0.6240154],"genre_scores_gemma":[0.920947,0.02929048,0.0260822,0.002949933,0.001311749,0.0001924389,0.00004419143,0.00004808894,0.01913391],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01601136,"threshold_uncertainty_score":0.02749324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02808139046392422,"score_gpt":0.2591833625922701,"score_spread":0.2311019721283459,"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."}}