{"id":"W4244493504","doi":"10.28945/3264","title":"Developing a Model of Next Generation Knowledge Management","year":2008,"lang":"en","type":"article","venue":"Informing Science and IT Education Conference","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Visibility; Scrutiny; Knowledge management; Computer science; Focus (optics); Personal knowledge management; Technology management; Data science; Organizational learning; Political science; Geography","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":[0.001743634,0.0004700341,0.0003191062,0.001588196,0.002033561,0.006054692,0.002348449,0.003565056,0.009779469],"category_scores_gemma":[0.003093922,0.0003950131,0.0008432886,0.002199262,0.003751913,0.009964849,0.002668999,0.002221899,0.001907157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003825357,"about_ca_system_score_gemma":0.004042207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009267068,"about_ca_topic_score_gemma":0.005370026,"domain_scores_codex":[0.999101,0.0003715832,0.00003787605,0.0001496923,0.0001830348,0.0001567941],"domain_scores_gemma":[0.9985911,0.0006852178,0.0001673448,0.0001250547,0.0002239928,0.0002071824],"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":[0.000004104227,0.00001378363,0.0002408392,0.00001157477,0.000003543005,0.000115585,0.0006341357,0.005713437,0.00005406732,0.9896501,0.0007265694,0.002832223],"study_design_scores_gemma":[0.0000209232,0.00002765534,0.0002587725,0.00005773825,0.00001146723,0.0002107037,0.0008643983,0.08674249,0.0001477472,0.877401,0.03423758,0.00001964312],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03911305,0.001244452,0.462217,0.01743895,0.0002782409,0.0002993264,0.0002913932,0.0003214107,0.4787962],"genre_scores_gemma":[0.7907454,0.001852208,0.1393927,0.001251378,0.0001547833,0.0006731605,0.00036671,0.00007948461,0.06548423],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009779469,"threshold_uncertainty_score":0.03271562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1800950770003179,"score_gpt":0.3101949738378831,"score_spread":0.1300998968375652,"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."}}