MétaCan
Menu
Back to cohort
Record W4385993934 · doi:10.1515/eehs-2023-0035

Transitional Justice and the Holocaust in Poland

2023· article· en· W4385993934 on OpenAlexaff
Tomasz Frydel

Bibliographic record

VenueEastern European Holocaust Studies · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicPolish Historical and Cultural Studies
Canadian institutionsConcordia University
Fundersnot available
KeywordsThe HolocaustTransitional justicePolitical scienceLawGrassrootsContext (archaeology)PoliticsAgency (philosophy)NazismEconomic JusticeSociologyCriminologyHistorySocial science

Abstract

fetched live from OpenAlex

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.015
Threshold uncertainty score0.037

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0050.019
Scholarly communication0.0060.003
Open science0.0000.006
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0010.000

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.

Opus teacher head0.097
GPT teacher head0.344
Teacher spread0.247 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations2
Published2023
Admission routes1
Has abstractyes

Explore more

Same venueEastern European Holocaust StudiesSame topicPolish Historical and Cultural StudiesFrench-language works237,207