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
St. Aidan's Choir and lay readers present a traditional service of Advent Lessons and Carols. 1. "This Is the Truth Sent From Above," by R.V. Williams (Kylie Sanford) 2. Genesis 3:1-15 (Ian Fraser) "Adam Lay Ybounden," by Phillip Ledger (Joe Proulx, Carol Rasmussen) 3. Isaiah 40:1-11 (Katie Gunter) "Comfort, Comfort Ye My People," Hymn 67 4. Isaiah 6:1-11 (Jamie Mills) "On Jordan's Bank," Hymn 76 5. Isaiah 7:10-15 (Ann Carlos) "Maria Walks Amid the Thorn," by Hugo Distler 6. Luke 1:26-38 (The Rev. Mary Kate Schroeder) "There is No Rose of Such Virtue," by S. Caracciolo (Fred Peterbark) 7. Isaiah 11:1-9 (Nicholas Lee) "Let All Mortal Flesh," Hymn 324 8. Zephaniah 3:14-18 (The Rev. Dustin Berg) "Rejoice in the Lord Alway," by Henry Purcell (Fred Peterbark, Nicholas Lee, Charley Noecker) 9. Closing Collect 10. "Lo, He Comes," Hymn 57 11. "The God of Abraham Praise," by Fritz Lubrich, Organ Postlude (Alex Maynegre)
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) | 0.177 | 0.002 |
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