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
This chapter examines the life of Jean Baptiste de Richardville, the last civil chief of the Miami tribe, as he navigated the pluralistic frontier society of the nineteenth-century Great Lakes region. Richardville drew upon elements of his Métis (mixed French-Miami) ancestry as well as his class to produce and enact various identities. His skilled negotiation of the divergent worlds he inhabited served to secure his role within the Miami tribe, as well as within the dominant white culture. In particular, this chapter looks at identity formation through Richardville’s two houses, an ornate Greek revival building (the Chief Richardville House) that served as his residence and a place for lavish entertainment, and the more modest Richardville/Lafontaine House that he used for the fur trade and treaty negotiations. These buildings, and archival evidence of Richardville’s life, shed light on how he constructed and maintained a fluid social identity to thrive in a potentially contentious and continually evolving setting.
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 | 0.001 | 0.001 |
| 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