Residual history: memory and activism in modern Poland
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
This article examines the divide between national and local collective memory in Poland and investigates the role of “memory activists” in mediating and exploiting this divide. It narrows its focus to the ethnic cleansing of Poles by the Ukrainian Insurgent Army (UPA) from 1943 to 1944 and the forced relocation of Ukrainians in Poland, Operation Vistula, in 1947. It surveys local and national newspapers to understand competing interpretations and analyzes what incidents (e.g. protests, disputes, commemorations, reenactments, etc.) related to these events take place in local communities. It highlights the many actors, “memory activists,” and associations involved in pushing specific, often ahistorical, interpretations of these events – motivated by political gain, careerism, or personal conviction. It uses the theoretical works of Maurice Halbwachs and Karl Mannheim to effectively distinguish between local and national phenomenon and to elucidate the various nuances of collective memory.
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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) | 0.000 | 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) | 0.000 | 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