Heritage Inc.: A Mini-Symposium on Heritage Protection and Private Actors. Held at the Faculty of Law, University of British Columbia, Vancouver, Canada, 16 March 2012
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
In response to the emerging phenomenon of the role of nonstate actors in heritage protection and preservation, a one-day symposium took place on 16 March 2012 in the new Allard Hall building of the Faculty of Law at the University of British Columbia in Vancouver, Canada. The conference was officially opened by Dean of Law, Professor Mary Anne Bobinski and received financial support from the University of British Columbia, Faculty of Law Conference Fund; the Pacific Northwest Canadian Studies Consortium; and Golder Associates Ltd. The conference brought together seven experts from both academia and practice to discuss contemporary practices and emerging legal and sociological trends in heritage protection by private actors.
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 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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