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 story of the Blind Man and the Loon is a living Native folktale about a blind man who is betrayed by his mother or wife but whose vision is magically restored by a kind loon. Variations of this tale are told by Native storytellers all across Alaska, arctic Canada, Greenland, the Northwest Coast, and even into the Great Basin and the Great Plains. As the story has traveled through cultures and ecosystems over many centuries, individual storytellers have added cultural and local ecological details to the tale, creating countless variations. In The Blind Man and the Loon: The Story of a Tale, folklorist Craig Mishler goes back to 1827, tracing the story’s emergence across Greenland and North America in manuscripts, books, and in the visual arts and other media such as film, music, and dance theater. Examining and comparing the story’s variants and permutations across cultures in detail, Mishler brings the individual storyteller into his analysis of how the tale changed over time, considering how storytellers and the oral tradition function within various societies. Two maps unequivocally demonstrate the routes the story has traveled. The result is a masterful compilation and analysis of Native oral traditions that sheds light on how folktales spread and are adapted by widely diverse cultures.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.005 | 0.004 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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