Remotely Global: Village Modernity in West Africa
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
At first glance, the remote villages of the Kabre people of northern Togo appear to have all the trappings of a classic out of the way African culture - subsistence farming, straw-roofed houses, and rituals to the spirits and ancestors. Arguing that village life is in fact an effect of the modern and the global, Charles Piot suggests that Kabre culture is shaped as much by colonial and postcolonial history as by anything indigenous or local. Through analyses of everyday and ceremonial social practices, Piot illustrates the intertwining of modernity with tradition and of the local with the national and global. In an example of the appropriation of tradition by the state, Togo's Kabre president regularly flies to the region in his helicopter to witness male initiation ceremonies. Confounding both anthropological theorizations and the State Department's stereotyped images of African village life, this text aims to rethink Euroamerican theories that fail to come to terms with the fluidity of everyday relations in a society where persons and things are forever in motion.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.003 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| 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