{"id":"W567494407","doi":"10.82308/34029","title":"Examination of the historical sensemaking processes representing the development of knowledge management programs in universities : case studies associated with an emergent discipline","year":2007,"lang":"en","type":"article","venue":"Open MIND","topic":"E-Learning and Knowledge Management","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Sensemaking; Engineering ethics; Epistemology; Sociology; Knowledge management; Political science; Public relations; Engineering; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00227626,0.00009374485,0.0001474399,0.0000963384,0.0002494827,0.00004426107,0.0006537579,0.00001838028,0.000002206253],"category_scores_gemma":[0.00005262443,0.0000551574,0.0000174408,0.0008944848,0.00007741659,0.0001936206,0.001279148,0.00006111403,7.68457e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003603385,"about_ca_system_score_gemma":0.00007844471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002158385,"about_ca_topic_score_gemma":0.006432787,"domain_scores_codex":[0.9988855,0.000151708,0.0003166714,0.0002504002,0.0002286714,0.0001671047],"domain_scores_gemma":[0.9990721,0.0001129962,0.0002797768,0.0002870564,0.0002284165,0.0000196074],"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":[0.00002662699,0.0009973934,0.008113033,0.0002412243,0.0002572299,0.0002061641,0.2892469,0.0003041987,0.00002255601,0.001065581,0.00001669616,0.6995024],"study_design_scores_gemma":[0.00225393,0.0006638227,0.1174552,0.003036282,0.0002571825,0.00005556668,0.8476524,0.01195421,0.007179402,0.0001091358,0.008561809,0.000821071],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823861,0.0001525507,0.00479086,0.00008802868,0.00009373139,0.0005150815,1.598589e-7,0.000004285287,0.01196922],"genre_scores_gemma":[0.9846606,0.000002439273,0.01150518,9.842381e-7,0.000007152949,0.000009528663,0.00000114964,0.000004206599,0.003808719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6986814,"threshold_uncertainty_score":0.3589646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1066871867580248,"score_gpt":0.3358663467813272,"score_spread":0.2291791600233024,"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."}}