The Symbolic Landscape of the Berber Cemetery
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
The village cemeteries of the Berber-speaking inhabitants of the High Atlas mountains of Morocco are overgrown with untended masses of végétation which are allowed to disturb, and indeed, eventually, to obliterate, the graves. The resulting landscapes are not, however, simply areas “abandoned to nature” because, in a heavily overgrazed environment like the High-Atlas, such an overgrowth of vegetation requires the systematic exclusion of goats and sheep and the prohibition of wood-gathering, and hence is the resuit of human choice and deliberated action. In other words, what appears to be a “naturel” landscape is in fact an artifice, a “made” landscape, and, as such, is capable of being deciphered. The paper explores various dimensions of this “symbolic landscape” by situating it within the everyday habits and practices of village life.
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) | 0.001 | 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