{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001521356,0.00007664655,0.00009947236,0.0002231781,0.0003338502,0.0001747935,0.0003507842,0.00003313543,0.00006211699],"category_scores_gemma":[0.0007648628,0.00007227239,0.00001030871,0.0009357113,0.0002805248,0.002197811,0.00008185692,0.00006091896,0.000009476982],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002409324,"about_ca_system_score_gemma":0.006744493,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1098626,"about_ca_topic_score_gemma":0.2924238,"domain_scores_codex":[0.9986897,0.00004807836,0.0003088826,0.0001533556,0.0005458881,0.0002541231],"domain_scores_gemma":[0.9990444,0.00009059525,0.0001304066,0.0001325343,0.0004963505,0.000105725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00000712186,0.0001213181,0.1574323,0.00007723596,0.000004827898,1.946172e-7,0.1183467,0.000001351654,0.00004886979,0.144935,0.001017225,0.5780078],"study_design_scores_gemma":[0.0002610243,0.00003864608,0.1642891,0.001517671,0.0000156375,4.488865e-7,0.5403144,0.0007033178,0.0008246817,0.004759817,0.2868831,0.0003921045],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6891415,0.0001703649,0.00004121004,0.0007337693,0.0003840333,0.0004284631,6.916452e-7,0.00001223088,0.3090877],"genre_scores_gemma":[0.9983052,0.00007227402,0.0005851162,0.0002037637,0.00001811076,0.00005121952,0.000002709205,0.000001358363,0.0007602701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5776157,"threshold_uncertainty_score":0.9988863,"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."}}