A Pilot Study of Blog Use for Internal Knowledge Sharing in Academic Libraries
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
While Library 2.0 has brought attention to the value of social media for service delivery, the use of such tools for internal knowledge sharing remains largely unexplored. Through semi-structured interviews with five librarians, this pilot study examines the current use of blogs by academic librarians for internal communication.Alors que la bibliothèque 2.0 a attiré l’attention sur la valeur des médias sociaux pour la prestation de service, l’utilisation de ces outils aux fins de partage des connaissances à l’interne demeure largement inexplorée. Au moyen d’entrevues semi structurées avec cinq bibliothécaires, cette étude pilote porte sur l’utilisation actuelle des blogues par les bibliothécaires universitaires aux fins de communication interne.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.005 | 0.052 |
| Open science | 0.006 | 0.003 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it