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
This article compares a present-day etsy.com African curio shop — catalogued online and linked to craft-makers in Africa — with the Smithsonian Institution Abbott Collection of ethnological objects from Kilimanjaro, East Africa. The Smithsonian accessioned the Abbott Collection in 1890. A Tanzanian-born Canadian immigrant established the online curio shop circa 2012; she is a descendent of some of the owners of the Abbott collection objects. Building on Butler’s notion of museums without walls (2016) and Martinón-Torres’ concept of chaîne opératoire (2002), this paper argues that the online curio shop, like the Abbott Collection, renders concrete (as in momentarily “still”) a chain of relations of production and exchange that link near and distant places. I deepen this argument by presenting the curio shop owner’s commentary and reflections on the Smithsonian Abbott collection, which she visited recently. The paper concludes with discussion of ethnology’s renewed significance for consumerist and diasporic communities.
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) | 0.008 | 0.006 |
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