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 is the concert program of the Student Composers' Concert on Tuesday, April 12, 1994 at 12:30 p.m., at the Concert Hall, 855 Commonwealth Avenue. Works performed were II. Allegro energico from Sextet by Aaron Rosenthal, Song of the Phoenix by Lauren Trussell-Cullen, Essence ofthe Unknown by Joseph Pereira, Fantasy for Piano by Richard Scalise, A Trip to Quebec City for Solo Trumpet and Brass Quintet by Shu-Hui Chen, "...but, sooner or later we'll live forever." from "Nadir" by Apóstolos Paraskevás, Three Cello Canons by Ben Peterson, Four Bagatelles for Bassoon and Viola by Travis Hardaway, Three Songs of Sadness, Joy, and Fear by Jakov Jakoulov, and When We Two Parted, Depressing Love Songs, Cynical, Romantic... by Clive Davis. Digitization for Boston University Concert Programs was supported by the Boston University Humanities Library Endowed Fund.
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.003 | 0.001 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.040 | 0.060 |
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