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
Top Friday headlines from the AP include the death of celebrity chef Anthony Bourdain, Trump heads to the G-7 summit and the Capitals win their first Stanley Cup title. Celebrity chef Anthony Bourdain has been found dead in France at the age of 61.President Trump says he may pardon deceased boxing great Muhammad Ali.Trump heads to the G-7 summit in Canada.The president plans to leave the summit early, ahead of next Tuesday's meeting with North Korea's Kim Jong Un in Singapore. A Kim Jong Un lookalike says he was detained and questioned after arriving in Singapore, before being let go by police. An ex-Senate aid has been charged with lying to the FBI about contacts he had with reporters. The search for the dead from Guatemala's volcano disaster has been suspended. A growing number of e-cigarette sellers are offering college scholarships as a way to get their brands on university websites.Amazon unveils a nearly hands-free streaming TV device.The Capitals have won their first Stanley Cup title.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.142 | 0.020 |
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