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
The paper by the Bondesons (December 2003 JRSM1) prompts me to comment that the ceiling of the Sistine Chapel is not the only painting of the Renaissance in which a medically identifiable neck swelling is shown. Piero della Francesca in his Resurrection shows the central soldier asleep at the tomb with his head thrown back. He quite clearly has a smoothly defined midline swelling in his neck. It is too high and too central to be a lesion of the glandular thyroid (Figure 1a). In a detail from the Polyptych of the Misericordia the same model is used, and the same swelling is clearly seen (Figure 1b). There is a tradition that Piero used himself as a model and that these figures are of him. He probably lived from 1420 to 1492, a very good lifespan for the period. If he was the subject, the lesion was not malignant or life-limiting. The most likely diagnosis is a thyroglossal duct cyst.
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) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.003 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.003 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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