MétaCan
Menu
Back to cohort
Record W4415980467 · doi:10.30965/18763324-bja10133

The Religious Legacy of Pope John Paul II during the Transition from the Communist Era

2025· article· W4415980467 on OpenAlex
Anastasia Kulaga

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueThe Soviet and Post-Soviet Review · 2025
Typearticle
Language
FieldSocial Sciences
TopicReligion and Society Interactions
Canadian institutionsUniversity of Windsor
Fundersnot available
KeywordsDemocracyReligiosityCommunismNewspaperPoliticsConsciousnessReligious freedomChristianityIdentity (music)

Abstract

fetched live from OpenAlex

Abstract In the 1990s, countries in Eastern Europe, like Poland, could no longer sustain the instability of Soviet rule and were eager to gain independence. The collapse of Soviet domination in Poland after 1989 allowed the country to democratize politically and restore religious freedom. Pope John Paul II used this moment to reignite religion within Poland’s socio-cultural fabric, reminding the nation of its deep-rooted Catholic traditions. By integrating religiosity into Poland’s major political movement, Solidarność , Pope John Paul II succeeded at fostering a stronger religious consciousness among the Polish people. By researching the archived Polish Catholic Church newsletter, St. Ladislaus News and Canadian-Polish language weekly newspaper Czas , several key themes emerged pointing to the multifaceted influence of Pope John Paul II . This research highlights the role of Pope John Paul II ’s papacy in strengthening Polish national identity through religion, providing Poles with democratic freedom as they gained independence.

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 imitation

Not 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.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.364
Threshold uncertainty score0.996

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.001
Science and technology studies0.0130.002
Scholarly communication0.0010.000
Open science0.0020.000
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0000.000

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 head0.010
GPT teacher head0.302
Teacher spread0.292 · 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