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 Lucey, Colleen. Love for Sale: Representing Prostitution in Imperial Russia . NIU Series in Slavic, East European, and Eurasian Studies. Cornell University Press, 2021. 270 pp. $49.95. ISBN 978‐1‐5017‐5886‐7. Leigh, Allison. Picturing Russia's Men: Masculinity and Modernity in 19th‐Century Painting . New York: Bloomsbury, 2020. 288 pp. $108.00. ISBN 978‐1‐5013‐4179‐3. Starikov, Konstantin, and Melissa L. Miller, eds. The Russian Medical Humanities: Past, Present, and Future . Lanham: Lexington Books, 2021. xx1 + 214 pp. $95.00. ISBN 978‐1‐4985‐9215‐4. Leving, Iurii. Poeziia v mertvoi petle: Mandel'shtam i aviatsiia . Moscow: Boslen, 2020. 224pp. R700.00. ISBN 978‐5‐91187‐366‐0. Pethö, Ágnes, ed. Caught In‐Between: Intermediality in Contemporary Eastern European and Russian Cinema . Edinburgh: Edinburgh University Press, 2020. 254 pp. £80.00. ISBN 978‐1‐4744‐3549‐9. Solovieva, Olga V., and Sho Kinishi, eds. Japan's Russia: Challenging the East‐West Paradigm . Amherst: Cambria Press, 2021. 560 pp. $69.99. ISBN 978‐1‐62196‐553‐4. H istory Tsyrempilov, Nikolay. Under the Shadow of White Tara: The Buriat Buddhists in Imperial Russia . Eurasian Studies Library 16. Leiden: Brill‐Schöningh, 2021. xviii + 220 pp. $124.00. ISBN 978‐3‐506‐76048‐7. Staliūnas, Darius, and Yoko Aoshima, eds. The Tsar, the Empire, and the Nation: Dilemmas of Nationalization in Russia's Western Borderlands, 1905–1915 . Historical Studies in Eastern Europe and Eurasia. Budapest: Central European University Press, 2021. 408 pp. $95.00. ISBN 978‐963‐386‐365‐7. Alexandrov, Vladimir. To Break Russia's Chains: Boris Savinkov and His Wars against the Tsar and the Bolsheviks . New York: Pegasus Books, 2021. xiv + 562 pp. $29.95. ISBN 978‐1‐64313‐718‐6. Williams, Beryl. Late Tsarist Russia, 1881–1913 . Routledge Studies in the History of Russian and Eastern Europe. New York: Routledge, 2021. $155.00. 240 pp. ISBN 978‐0‐3675‐4778‐3 Bykova, Marina F., Michael N. Forster, and Lina Steiner, eds. The Palgrave Handbook of Russian Thought . Cham: Palgrave Macmillan, 2021. xxvii + 787 pp. $179.99. ISBN 978‐3‐030‐62981‐6. Barcz, Anna. Environmental Cultures in Soviet East Europe: Literature, History and Memory . Environmental Cultures. New York: Bloomsbury Academic, 2020. 256 pp. $115.00. ISBN 978‐1‐35‐009836‐7. Lyssakov, Pavel, and Stephen M. Norris, eds. The City in Russian Culture . Routledge Contemporary Russia and Eastern Europe. New York: Routledge, 2018. xii + 316 pp. $160.00. ISBN 978‐1‐138‐31023‐0. Farrow, Lee A. The Catacazy Affair and the Uneasy Path of Russian‐American Relations . Library of Modern Russia. New York: Bloomsbury Publishing, 2021. 216 pp. $115.00. ISBN 978‐1‐350‐10718‐2. Budnitskii, Oleg. Drugaia Rossiia: Issledovaniia po istorii russkoi emigratsii . Moscow: Novoe lituraturnoe obozrenie, 2021. 632 pp. R630.00. ISBN 978‐5‐4448‐1585‐4. Brunstedt, Jonathan. The Soviet Myth of World War II: Patriotic Memory and the Russian Question in the USSR . Studies in the Social and Cultural History of Modern Warfare. New York: Cambridge University Press, 2021. xvi + 306 pp. $39.99. ISBN 978‐1‐108‐49875‐3. Kozlov, Vladimir A., and Marina Kozlova. “Malen'kii SSSR” i ego obitateli: Ocherki sotsial'noi istorii sovetskogo okkupatsionnogo soobshchestve v Germanii . Moscow: Novoe literaturnoe obozrenie, 2021. 288 pp. R480.00. ISBN 978‐5‐4448‐1560‐1. Ryan, James, and Susan Grant, eds. Revisioning Stalin and Stalinism: Complexities, Contradictions and Controversies . London: Bloomsbury Academic, 2021. xiv + 250 pp. $115.00. ISBN 978‐1‐35012‐294‐9. Alexander, Rustam. Regulating Homosexuality in Soviet Russia, 1956–91: A Different History . Manchester: Manchester University Press, 2021. 264 pp. £80.00. ISBN: 978‐1‐5261‐5576‐4. Dumančić, Marko. Men Out of Focus: The Soviet Masculinity Crisis in the Long Sixties . Toronto: University of Toronto Press, 2021. 321 pp. $75.00. ISBN 978‐1‐4875‐0525‐7. S ocial S ciences , C ontemporary R ussia , and O ther Sibgatulina, Gulnaz. Languages of Islam and Christianity in Post‐Soviet Russia . Studies in Slavic and General Linguistics 46. Leiden: Brill, 2020. 220 pp. $140.00. ISBN 978‐90‐04‐42644‐3. Postoutenko, Kirill, and Darin Stephanov, eds. Ruler Personality Cults from Empires to Nation‐States and Beyond: Symbolic Patterns and Interactional Dynamics . Routledge Studies in Modern History. London: Routledge, 2020. 294 pp. $128.00. ISBN 978‐0‐36‐722535‐3. Weiss‐Wendt, Anton, and Nanci Adler, eds. The Future of Soviet Past: The Politics of History in Putin's Russia . Bloomington: Indiana University Press, 2021. 270 pp. $42.00 (paper). ISBN 978‐0‐253‐05762‐4. Bækken, Håvard. Law and Power in Russia: Making Sense of Quasi‐Legal Practices . Routledge Contemporary Russia and Eastern Europe Series. New York: Routledge, 2019. x + 217 pp. $160.00. ISBN 978‐1‐138‐57088‐7. Balmaceda, Margarita M. Russian Energy Chains: The Remaking of Technopolitics from Siberia to Ukraine to the European Union . Woodrow Wilson Center Series. New York: Columbia University Press, 2021. 440 pp. $35.00 (paper). ISBN 978‐0‐231‐19749‐6. Gustafson, Thane. Klimat: Russia in the Age of Climate Change . Cambridge: Harvard University Press, 2021. 336 pp. $39.95. ISBN 978‐0‐674‐24743‐7.
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 | 0.003 | 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 | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.031 | 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