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
L iterature and F ine A rts Jensen, Claudia, Ingrid Maier, and Stepan Shamin, with Daniel C. Waugh. Russia's Theatrical Past: Court Entertainment in the Seventeenth Century. Russian Music Studies. Bloomington: Indiana University Press, 2021. xviii + 295 pp. $38.00 (paper). ISBN 978‐0‐2530‐5634‐4. Balina, Marina, and Serguei A. Oushakine, eds. The Pedagogy of Images: Depicting Communism for Children. Studies in Book and Print. Toronto: University of Toronto Press, 2021. 569 pp. $95.00. ISBN 978‐1‐4875‐0668‐1. Olenina, Ana Hedberg. Psychomotor Aesthetics: Movement and Affect in Modern Literature and Film. New York: Oxford University Press, 2020. xliii + 366 pp. $36.95. ISBN 978‐0‐1900‐5126‐6. Toymentsev, Sergey, ed. ReFocus: The Films of Andrei Tarkovsky. Edinburgh: Edinburgh University Press, 2021. xii + 278 pp. $110.00. ISBN 978‐1‐4744‐3723‐3. H istory Bushkovitch, Paul. Succession to the Throne in Early Modern Russia: The Transfer of Power 1450–1725. New York: Cambridge University Press, 2021. xv + 397 pp. $120.00. ISBN 978‐1‐108‐47934‐9. Tairova‐Yakovleva, Tatiana. Ivan Mazepa and the Russian Empire. Translated by Jan Surer. Peter Jacyk Centre for Ukrainian Historical Research Monograph Series, vol. 11. Montreal: McGill‐Queen's University Press, 2020. xiv + 496 pp. $49.95 (paper). ISBN 978‐0‐2280‐0174‐4. Kizenko, Nadieszda. Good for the Souls: A History of Confession in the Russian Empire. Oxford Studies in Modern European History. New York: Oxford University Press, 2021. 327 pp. $100.00. ISBN 978‐0‐19‐289679‐7. Sartori, Paolo, and Danielle Ross, eds. Sharia in the Russian Empire: The Reach and Limits of Islamic Law in Central Eurasia, 1500–1900. Edinburgh: Edinburgh University Press, 2020. 448 pp. $130.00. ISBN 978‐1‐4744‐4429‐3. Eden, Jeff. God Save the USSR: Soviet Muslims and the Second World War. Oxford: Oxford University Press, 2021. vii + 253 pp. $99.00. ISBN 978‐0‐19‐007627‐6. White, J. M. Unity in Faith? Edinoverie, Russian Orthodoxy, and Old Belief, 1800–1918. Bloomington: Indiana University Press, 2020. xvii+ 271 pp. $35.00 (paper). ISBN 978‐0‐253‐04972‐8. Engel, Barbara Alpern. Marriage, Household, and Home in Modern Russia from Peter the Great to Vladimir Putin. The Bloomsbury History of Modern Russia Series. London and New York: Bloomsbury Academic, 2021. xiii + 268 pp. $29.95 (paper). ISBN 978‐1‐3500‐1446‐6. Friedman, Rebecca. Modernity, Domesticity and Temporality in Russia: Time at Home. London: Bloomsbury, 2020. 240 pp. $115.00. ISBN 978‐1‐3501‐1243‐8. Khalid, Adeeb. Central Asia: A New History from the Imperial Conquests to the Present. Princeton: Princeton University Press, 2021. 576 pp. $35.00. ISBN 978‐0‐691‐16139‐6. Miller, Chris. We Shall Be Masters: Russian Pivots to East Asia from Peter the Great to Putin. Cambridge: Harvard University Press, 2021. 384 pp. $29.95 (paper). ISBN 978‐0‐674‐91644‐9. Morrison, Alexander. The Russian Conquest of Central Asia: A Study in Imperial Expansion, 1814–1914. Cambridge: Cambridge University Press, 2021. 613 + xiv pp. $99.00. ISBN 978‐1‐107‐03030‐5. Laycock, Jo, and Francesca Piana. Aid to Armenia: Humanitarianism and Intervention from the 1890s to the Present. Manchester: Manchester University Press, 2020. 216 pp. £80.00. ISBN 978‐1‐5261‐4220‐7. Margolin, Julius. Journey into the Land of the Zeks and Back: A Memoir of the Gulag. Translated by Stefani Hoffman. Cambridge: Cambridge University Press, 2020. 600 pp. $39.95. ISBN 978‐0‐1975‐0214‐3. Kis, Oksana. Survival as Victory: Ukrainian Women in the Gulag. Translated by Lidia Wolanskyj. Harvard Series in Ukrainian Studies. Cambridge: Harvard University Press, 2021. 652 pp. $94.00. ISBN 978‐0‐6742‐5828‐0. Holmes, Larry E. Revising the Revolution: The Unmaking of Russia's Official History of 1917. Bloomington: University of Indiana Press, 2021. 220 pp. $28.00 (paper). ISBN 978‐0‐253‐05479‐1. Rendle, Matthew. The State versus the People: Revolutionary Justice in Russia's Civil War, 1917–1922. Oxford: Oxford University Press, 2020. 336 pp. $85.00. ISBN 978‐0‐19‐884042‐8. Aronova, Elena. Scientific History: Experiments in History and Politics from the Bolshevik Revolution to the End of the Cold War. Chicago: University of Chicago Press, 2021. vii + 243 pp. $45.00. ISBN 978‐0‐226‐76138‐1. Fainberg, Dina. Cold War Correspondents: Soviet and American Reporters on the Ideological Frontlines. Baltimore: Johns Hopkins University Press, 2020. viii + 359 pp. $64.95. ISBN 978‐1‐4214‐3844‐3. Smith, Alison K. Cabbage and Caviar: A History of Food in Russia. London: Reaktion Books, 2021. 352 pp. $39.00. ISBN 978‐1‐78914‐364‐5. Wegren, Stephen K., with Alexander Nikulin and Irina Trotsuk. Russia's Food Revolution: The Transformation of the Food System. Routledge Contemporary Russia and Eastern Europe Series. New York: Routledge, 2020. 240 pp. $128.00. ISBN 978‐0‐3674‐7424‐9. S ocial S ciences , C ontemporary R ussia , and O ther Kivinen, Markku, and Brendan G. Humphreys, eds. Russian Modernization: A New Paradigm. New York: Routledge, 2020. 394 pp. $160.00. ISBN 978‐0‐367‐56725‐5. Zvonareva, Olga. Pharmapolitics in Russia: Making Drugs and Rebuilding the Nation. Albany: State University of New York Press, 2020. 204 pp. $95.00. ISBN 978‐1‐4384‐7991‐0. Harding, Luke. Shadow State: Murder, Mayhem and Russia's Remaking of the West. New York: Harper Collins Publishers, 2020. 336 pp. $28.99. ISBN 978‐0‐0629‐6600‐1. Bechev, Dimitar, Nicu Popescu, and Stanislav Secrieru, eds. Russia Rising: Putin's Foreign Policy in the Middle East and North Africa. New York: Bloomsbury, 2021. 224 pp. $29.95. ISBN 978‐0‐7556‐3664‐8. Channell‐Justice, Emily, ed. Decolonizing Queer Experience: LGBT+ Narratives from Eastern Europe and Eurasia. Lanham: Lexington Books, 2020. 220 pp. $100.00. ISBN 978‐1‐7936‐3030‐8.
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 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 | 0.005 | 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) | 0.051 | 0.001 |
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