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
Dragan Todorovic’s first book written in English won him a literary prize for non-fiction and predictions from readers that he was a novelist-in-the-making. The readers were right, as his exceptional first novel proves. \n \nDiary of Interrupted Days is playful, blazingly intelligent, occasionally erotic and ultimately tragic, unfurling from the cliffhanger scene that opens the book: a lone exile, returning to Belgrade for the first time since he fled to Canada in the mid-nineties, is stranded on the only bridge into the city that hasn’t been destroyed by NATO bombers as air raid sirens sound. He should be focused on getting off the bridge, but he seems unable to calculate the risk . . . \n \nThe war that dismembered his country still haunts him, but what has him frozen is that the disruptions of war allowed him to steal happiness for himself from his best friend, with the likelihood that he would never be caught. But lies, even artful ones told by someone adept at incinerating the past, have a way of catching up to you. As the man on the bridge is about to find out.
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) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 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