New research on religion in Ukraine <b>Orthodoxy in two manifestations? The conflict in Ukraine as expression of a fault line in world Orthodoxy</b> , edited by Thomas Bremer, Alfons Brüning, and Nadieszda Kizenko, Erfurter Studien zur Kulturgeschichte des orthodoxen Christentums, vol. 21, Berlin, Peter Lang, 2022, 428 pp., $113.05 (cloth), ISBN 978-3-631-88699-1 <b>The Church’s unholy war: Russia’s invasion of Ukraine and Orthodoxy</b> , by Nicholas Denysenko, Eugene, OR, Cascade Books, 2023, xviii + 160 pp., US$25.00 (paperback), ISBN 978-1-6667-4815-4 <b>Everyday religiosity and the politics of belonging in Ukraine</b> , by Catherine Wanner, Ithaca, NY, Cornell University Press, 2022, xviii + 225 pp., US$24.95 (paperback) (also available for free download from the publisher’s website), ISBN 978-1-5017-6498-1
Bibliographic record
Abstract
Ukraine has long been one of the liveliest fields in the study of religion in eastern Europe. After all, questions of religious identity and independence have been central to Ukrainian state- and n...
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 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 | 0.008 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.004 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".