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
Dublin (UCD) in 1961, where he was responsible for courses on relativity theory.In 1962, he accepted a permanent position as a lecturer in applied mathematics at Trinity College Dublin.Shortly thereafter, in 1963, he was elected a Fellow of the Royal Astronomical Society.Petros held both McCrea and Synge in great esteem.He often spoke fondly of them and their time together.He continued to work with Synge as he settled into his position at Trinity College Dublin and for several years thereafter.Not only was Synge the reason Petros moved to Dublin, but he remained a friend until his death in 1995.Petros was also close to Synge's daughter, Cathleen Synge Morawetz, and enjoyed a dear and lifelong friendship with McCrea that extended beyond both men to their respective families.On the subject of friendships, the late, great Irish poet and
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) | 0.000 | 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) | 0.064 | 0.018 |
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