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 accomplishments and enduring influence of renowned anthropologist Dell Hymes are showcased in these essays by leading practitioners in the field. Hymes (1927–2009) is arguably best known for his pioneering work in ethnopoetics, a studied approach to Native verbal art that elucidates cultural significance and aesthetic form. As these essays amply demonstrate, nearly six decades later ethnopoetics and Hymes’s focus on narrative inequality and voice provide a still valuable critical lens for current research in anthropology and folklore. Through ethnopoetics, so much can be understood in diverse cultural settings and situations: gleaning the voices of individual Koryak storytellers and aesthetic sensibilities from century-old wax cylinder recordings; understanding the similarities and differences between Apache life stories told 58 years apart; how Navajo punning and an expressive device illuminate the work of a Navajo poet; decolonizing Western Mono and Yokuts stories by bringing to the surface the performances behind the texts written down by scholars long ago; and keenly appreciating the potency of language revitalization projects among First Nations communities in the Yukon and northwestern California. Fascinating and topical, these essays not only honor a legacy but also point the way forward.
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 | 0.006 | 0.003 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| 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