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
Sonja Ruth Greckol’s Monitoring Station enters a slipstream of space and planetary language, circling time, embodying loss and longing, generating and regenerating in a faltering climate. Orbiting through a mother’s death, a grandbaby’s birth, and a pandemic summer, these poems loop and fragment in expansive and empathetic ways. The title poem locates a settler voice revisiting Treaties 6 and 7 and the Métis lands of her Alberta childhood, while the overall collection is tethered to Toronto shadowed by northland prairie. Nimble, energetic, and challenging, the book engages a dense kind of poetic thinking about belonging and responsibility to people and place, within both recent history and far-flung cosmic realities. Falling squarely within a Canadian feminist experimental lyric trajectory, and grounded in bodily, personal, and political experience, Monitoring Station embodies the passage of a damaged world across generations.
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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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