Book Reviews
Bibliographic record
Abstract
Nikolay Aretov, Zhelani i plasheshti: Chuzhdite zheni i muzhe v bulgarskata literature na gulgia devetnadeseti vek (Desired and frightening: Foreign women and men in Bulgarian literature of the long nineteenth century), Sofia: Queen Mab, 2023, 280pp., BGN 20 (paperback), ISBN: 978-954-533-208-1. Eloisa Betti, Leda Papastefanaki, Marica Tolomelli, and Susan Zimmermann, eds., Women, Work and Activism: Chapters of an Inclusive History of Labor in the Long Twentieth Century, Work and Labor: Transdisciplinary Studies for the 21st Century, vol. III, Budapest: CEU Press, 2022, xiv +354 pp., $95.00/€80.00/£68.00 (hardback), ISBN: 978-963-386-441-8. Francisca de Haan, ed., The Palgrave Handbook of Communist Women Activists around the World, London: Palgrave, 2023, 701 pp., €213.99 (hardback), ISBN: 978-3-031-13126-4. Milena Kirova, Bulgarskata literature prez XXI vek (2000–2020) (Bulgarian literature in the twenty-first century (2000–2020)), Part I, Sofia: Colibri, 2023, 287 pp., BGN 24 (paperback), ISBN: 978-619-02-1200-3. Ina Merdjanova, ed., Women and Religiosity in Orthodox Christianity, New York: Fordham University Press, 2021, 336 pp., $35 (paperback), ISBN: 9780823298617. Katja Mihurko Poniž, Biljana Dojčinović, and Maša Grdešić, Defiant Trajectories: Mapping Out Slavic Women Writers Routes, Ljubljana: Forum of Slavic Cultures, 2021, 96 pp., free online publication, https://www.fsk.si/wp-content/uploads/2021/03/WWR_DefiantTrajectories.pdf (accessed 3 July 2023), ISBN: 978-961-94672-7-5. Jasmina V. Milanović, Žensko društvo 1875–1942 (The women's society, 1875–1945), Belgrade: Institute for Contemporary History, The Official Gazette, 2020, 638 pp., RSD 2.970, ISBN: 978-86-519-2579-8. Valentina Mitkova, Pol, periodichen pechat i modernizatsia v Bulgaria (ot kraya na XIX do 40-te godini na XX vek) (Gender, periodicals, and modernization in Bulgaria (from the end of the 19th century to the 1940s)), Sofia: St. Kliment Ohridski University Press, 2022, 261 pp., BGN 20, ISBN: 978-954-07-5588-5. Agnieszka Mrozik, Architektki PRL-u: Komunistki, literatura i emancypacja kobiet w powojennej Polsce (The architects of the PRL: Communist women, literature, and women's emancipation in postwar Poland), Warsaw: Wydawnictwo IBL PAN, Lupa Obscura, 2022, 532 pp., PLN 59 (paperback), ISBN: 978-83-66898-84-4. Miglena S. Todorova, Unequal under Socialism: Race, Women, and Transnationalism in Bulgaria, Toronto: University of Toronto Press, 2021, 218 pp., $31.95 (paperback), ISBN: 978-1-4875-2841-6. Zhivka Valiavicharska, Restless History: Political Imaginaries and their Discontents in Post-Stalinist Bulgaria, Montreal: McGill-Queen's University Press, 2021, 275 pp., $36.46 (paperback), ISBN: 978-0-2280-0583-4. Susan Zimmermann, Frauenpolitik und Männergewerkschaft: Internationale Geschlechterpolitik, IGB-Gewerkschafterinnen und die Arbeiter- und Frauenbewegungen der Zwischenkriegszeit (Policies for women and men's trade unions: International gender politics, female IFTU unionists, and the labor and women's movements of the interwar period), Vienna: Löcker, 2021, 717 pp., €39.80 (paperback), ISBN: 978-3-99098-026-2.
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 imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.005 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.007 | 0.004 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.494 | 0.453 |
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 source (direct Gemma or distilled Codex), 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".