Teaching <em>in Situ</em>: Nonformal museum education
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
Abstract: Museum education is one of the most ubiquitous forms of nonformal education and one of the least researched, particularly when it comes to understanding the role of the nonformal museum educator (docent). In response to this concern, this qualitative study explored how docents made meaning of their nonformal museum education practice. Through the use of observations, visitor feedback, and interviews with docents, a much more complex picture is revealed of nonformal education than what historically has been reported in the literature. Furthermore, the findings have significant implications for teaching in museum settings. Résumé L’education dans les musées est l’un des plus omniprésents formes de l’éducation non formelle, et l’un des moins étudié, particulièrement lorsqu’il s’agit de comprendre le rôle de l’éducateur au musée (guide). Cette étude qualitative a examiné comment les guides ont comprendu la pratique d’éducation dans le musée. À l’aide des observations, les reaction des visiteurs et les entretiens avec les guides, une peinture beaucoup plus complexe est révélée de l’éducation nonformelle que ce qui a historiquement été annoncé dans la littérature. En outre, les conclusions ont des implications significatives pour enseigner dans les cadres des musées.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.004 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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