Staged authenticity in penal history sites across Canada
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
Literature on penal tourism has examined meanings of imprisonment and punishment communicated in infamous American (e.g. Alcatraz, Eastern State Penitentiary), Australian (e.g. Fannie Bay Gaol, Port Arthur) and South African (e.g. Robben Island) sites. Yet such research has not extensively drawn from academic debates on authenticity and heritage that have become prominent in tourism research. This article examines the staging of authenticity in lesser-known penal history museums located across Canada. Whether large and aesthetically impressive or small and dingy, the existence of museums in original heritage penal sites raises questions about authenticity and how it is staged. Based on an analysis of field notes and interviews from visits to 45 penal history sites in Canada, we present four strategies (preservation, restoration, importation and creation) used by staff and volunteers at penal history museums to draw attention to four types of authenticity (architectural and spatial, tactile and visual, existential and narrative) that reinforce claims about the purported realities of incarceration found therein.
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