Documentation of Under-Represented Genres of Passamaquoddy-Maliseet Linguistic Practice
Bibliographic record
Abstract
Passamaquoddy-Maliseet, also known as Maliseet-Passamaquoddy or Malecite-Passamaquoddy, is an Eastern Algonquian language spoken by around 500 speakers in New Brunswick, Canada, and Passamaquoddy, Maine, United States. The language can be subdivided into two dialects: Passamaquoddy and Maliseet. Most speakers are middle-aged or elderly, as most youth prefer to speak English. However, the language is currently being taught at school, community centers, and the University of New Brunswick. \nThis collection will contain materials on under-represented genres of speech, particularly conversation. These were gathered in and around several communities along the northern border of Maine (USA) and Canada over a period of two years. The collection will contain an extensive set of annotated transcriptions of audio and video recordings, designed to be suitable as base material for second-language instruction as well as for a broad range of analytical work.
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.
How this classification was reachedexpand
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 | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.010 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".