{"id":"W1607689128","doi":"10.28945/2625","title":"Role of Information Professionals in Knowledge Management Programs : Empirical Evidence from Canada","year":2003,"lang":"en","type":"article","venue":"Informing Science and IT Education Conference","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Intranet; Knowledge management; Personal knowledge management; Information management; Empirical research; Psychology; Organizational learning; Computer science; World Wide Web; The Internet","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.008523174,0.0002478543,0.0005832943,0.004226584,0.01181067,0.005831202,0.001865578,0.001123691,0.007317674],"category_scores_gemma":[0.04525224,0.0005980258,0.0002639385,0.01064432,0.003276941,0.002049918,0.003383452,0.001655741,0.0003914829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05648392,"about_ca_system_score_gemma":0.1597023,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9822849,"about_ca_topic_score_gemma":0.9900138,"domain_scores_codex":[0.9879489,0.002164353,0.0004926932,0.0007966923,0.005625644,0.002971754],"domain_scores_gemma":[0.917309,0.03309357,0.008794088,0.001877467,0.02316643,0.01575946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000664267,0.0009845663,0.6251261,0.00215272,0.0001344124,0.00149359,0.1685565,0.0005087978,0.0004884063,0.01135468,0.01611631,0.1724197],"study_design_scores_gemma":[0.0001162449,0.0001312963,0.7835562,0.001958238,0.000125015,0.0002514691,0.1583136,0.0004742726,0.0003414608,0.0005876698,0.05409003,0.00005447748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8995672,0.006517334,0.0003394584,0.01109884,0.00006847788,0.0001555186,0.000570556,0.00002347308,0.08165908],"genre_scores_gemma":[0.9904462,0.005069519,0.0002825948,0.0009545077,0.00001401168,0.00002963428,0.0002106043,0.00001093543,0.002981959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05648392,"threshold_uncertainty_score":0.4098215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06555109269162791,"score_gpt":0.36920399719921,"score_spread":0.3036529045075821,"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."}}