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
Abstract The Communist seizure of power is generally regarded as the key context of the transitional justice that characterized the prosecution of Nazi criminals and collaborators in postwar Poland, which naturally affected trials related to the Holocaust. Some of the guiding questions of this scholarship have asked the following: Should postwar trials be understood as “real” trials as opposed to staged political trials? To what extent did they allow for an expression of the distinctiveness of the Holocaust? Did the trials help or inhibit the creation of a space for Jewish voices and agency? The current state of research points to two emerging stories of Polish judicial reckoning with the Holocaust “behind the Iron Curtain.” On the one hand, scholars increasingly agree that the trials were not politically orchestrated but were generally conducted in the spirit of the rule of law, comparable to those held in Western European courts. Further, the Polish contribution to the prosecution of Nazi perpetrators is regarded as exceptional and successful in delivering some measure of justice. On the other hand, research into trials of Polish grassroots perpetrators of anti-Jewish crimes points to a failure in reaching a meaningful judicial and societal reckoning.
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 | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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