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
Born and raised in a New England garrison town, Esther Wheelwright (1696–1780) was captured by Wabanaki Indians at age seven. Among them, she became a Catholic and lived like any other young girl in the tribe. At age twelve, she was enrolled at a French-Canadian Ursuline convent, where she would spend the rest of her life, eventually becoming the order’s only foreign-born mother superior. Among these three major cultures of colonial North America, Wheelwright’s life was exceptional: border-crossing, multilingual, and multicultural. This meticulously researched book discovers her life through the communities of girls and women around her: the free and enslaved women who raised her in Wells, Maine; the Wabanaki women who cared for her, catechized her, and taught her to work as an Indian girl; the French-Canadian and Native girls who were her classmates in the Ursuline school; and the Ursuline nuns who led her to a religious 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 | 0.002 | 0.005 |
| 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