Argillite, faux-argillite and black plastic: The political economy of simulating a quintessential Haida substance
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
Hlgas7agaa or argillite is a type of carbonaceous shale that is found on Slatechuck Mountain, in Haida Gwaii. Since the 19th century, the Haida have been producing argillite carvings for sale, including small-scale totem poles. Argillite carvings are now a much revered art form, and the Haida remain the only ones to have direct access to this stone. However, various companies produce imitations of argillite carving in composite materials, with more or less success in producing the ‘look’ and ‘feel’ of argillite. All these imitations, including those that are nowhere near achieving convincing simulation, acquire an added commercial appeal that distinguishes them from ‘plastic totem poles’ by evoking a symbolically, socially, economically, and culturally valued material. Arguably, this makes producers of argillite-like items indebted to those who have made argillite so valuable by carefully guarding it from outside circulation in raw form, namely the Haida.
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 | 0.000 | 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