Sharing deep history as digital knowledge: An ontology of the Sq’éwlets website project
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
Ontology is the philosophical study of the nature of being, becoming, existence, and relation. This paper presents an ontology of the Sq’éwlets Virtual Museum of Canada Website Project, a project that has focused on creating a digital community biography of the Sq’éwlets First Nation ( www.digitalsqewlets.ca ). Based on several decades of community archaeology and the recent production of short video documentaries, the website presents a long-term perspective of what it means to be a Sq’éwlets person and community member today. We explore how this project came to focus on the nature of being Sq’éwlets; how community members conceived the nature, structure, and nomenclature of the website; and how this Sq’éwlets being-ness is translated for outside audiences. We suggest what lessons this approach has for anthropological conventions of naming and knowing as they relate to Indigenous histories, and consider how archaeological knowledge can be transformed into a digital platform within a community-based process.
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 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 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