Tiny witnesses: Preschoolers’ embodied encounters with dark heritage and parental silence in a Chinese Art Museum
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
Preschoolers, accompanied by their families, represent a highly under-researched demographic in dark heritage sites, due to the sensitive and challenging historical topics associated with these venues and exhibitions, as well as the ethical and methodological considerations pertinent to this unique visitor group. Based on a hermeneutic phenomenological methodological approach, this study utilized unobtrusive non-participatory observation and observational anecdotes to document the interactions of 29 families with 32 preschoolers at the Nanjing Massacre oil painting exhibition in a local Chinese art museum in the city of Changsha, China. The research findings reveal that preschoolers exhibited visceral cognitive, emotional, and behavioral reactions to this artwork. In comparison to their active engagement with the artwork, parents responded with a relatively passive approach, often avoiding discussions of challenging topics with them. This study provides some exploratory evidence for understanding preschoolers’ experiences in dark tourism and offers insights for museums with dark heritage and similar public cultural settings to support preschooler families in a child-friendly manner.
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 | 0.000 | 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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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