Bibliographic record
Abstract
Wake Up Farah Art Griffin (bio) I four walls of sterile whiteenclosing the one twin bedrails of metal on each sidehousing your fragile bodyliquids of IV drip into veinsustaining your flesh and soul II tiny glasswindow speaks sounding callof a hummingbird wake up, human mind wake up, human heart wake up, wake up [End Page 122] Farah Art Griffin Farah Art Griffin's work is forthcoming or has been featured in The American Journal of Poetry, Constellations, Storm Cellar, The Perch, Poetry South, Plexus, The New Verse News, Vancouver Cherry Blossom Festival Haiku Invitational, North Dakota Human Rights Arts Festival, and elsewhere. She holds an EdM in Arts in Education from Harvard University and is a recipient of the Altman Writers of Color Scholarship from the Hudson Valley Writers Center and a grant from the Writers Happiness Movement. Copyright © 2024 Pleiades and Pleiades Press
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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.012 | 0.001 |
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; both teacher heads agree on what is shown here.
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".