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
Books reviewed in this issue. L iterature and F ine A rts Kononenko, Natalie. Slavic Folklore: A Handbook. Schönle, Andreas. The Ruler in the Garden: Politics and Landscape Design in Imperial Russia. Byford, Andy. Literary Scholarship in Late Imperial Russia: Rituals of Academic Institutionalisation. Kasinec, Edward, and Robert H. Davis, Jr. Slavic and Russian Books and Libraries: Occasional Essays and Notes. Rancour‐Laferriere, Daniel. Tolstoy's Quest for God. Bendavid‐Val, Leah. Songs without Words: The Photographs and Diaries of Countess Sophia Tolstoy. Bird, Robert. The Russian Prospero: The Creative World of Viacheslav Ivanov. Khrushcheva, Nina L. Imagining Nabokov: Russia between Art and Politics. Wolf, Marcus. Žid‐Kritik einer Wortverbannung: Imagologie Israels zwischen staatspolitischem Kalkül und künstlerischer Verfremdung. Cosgrove, Simon. Russian Nationalism and the Politics of Soviet Literature: The Case of Nash sovremennik, 1981–91. Chernetsky, Vitaly. Mapping Postcommunist Cultures: Russian and Ukraine in the Context of Globalization. H istory Sergeev, Mikhail. Sophiology in Russian Orthodoxy: Solov'ev, Bulgakov, Losskii and Berdiaev. Akinsha, Konstantin and Grigorij Kozlov, with Sylvia Hochfield. The Holy Place: Architecture, Ideology, and History in Russia. Shchapov, Ia. N. Spravochnyi instrumentarii istorika Rossii. Dubrovskii, A. M. Istorik i vlast': Istoricheskaia nauka v SSSR i kontseptsiia istorii feodal'noi Rossii v kontekste politiki i ideologii (1930‐1950‐e gg.). Brang, Peter. Rossiia neizvestnaia: Istoriia kul'tury vegetarianskikh obrazov zhizni ot nachala do nashikh dnei. Magocsi, Robert Paul. Ukraine: An Illustrated History. Ukrainian Church History: In Tribute to Bohdan R. Bociurkiw. Bartlett, Roger and Gabriela Lehmann‐Carli, eds. Eighteenth‐Century Russia: Society, Culture, Economy: Papers from the VII International Conference of the Study Group on Eighteenth‐Century Russia, Wittenberg, 2004. Bautz, Annegret. Sozialpolitik statt Wohltätigkeit? Der Konzeptionswandel städtischer Fürsorge in Sankt Petersburg von 1892 bis 1914. Cavender, Mary W. Nests of the Gentry: Family, Estate, and Local Loyalties in Provincial Russia. Morrissey, Susan K. Suicide and the Body Politic in Imperial Russia. Slater, Wendy. The Many Deaths of Tsar Nicholas II: Relics, Remains and the Romanovs. Khaziev, R. A. Bubliki dlia respubliki: Istoricheskii profil' nepmanov. Field, Deborah A. Private Life and Communist Morality in Khrushchev's Russia. Clark, Katerina and Evgeny Dobrenko, with Andrei Artizov and Oleg Naumov. Soviet Culture and Power: A History in Documents, 1917–1953. Hoppe, Bert. In Stalins Gefolgschaft: Moskau und die KPD 1928–1933. Graziosi, Andrea. L'Urss di Lenin e Stalin: Storia dell'Unione sovietica, 1914–1945. Goldman, Wendy Z. Terror and Democracy in the Age of Stalin: The Social Dynamics of Repression. Stuppo, Oxana. Das Feindbild als zentrales Element der Kommunikation im Spätstalinismus: Der Fall Sverdlovsk 1945–1953. Acton, Edward and Tom Stableford. The Soviet Union: A Documentary History , vol. 2, 1939–1991. Matsuzato, Kimitaka, ed. Imperiology: From Empirical Knowledge to Discussing the Russian Empire. Alston, Charlotte. Russia's Greatest Enemy? Harold Williams and the Russian Revolutions. Hasegawa, Tsuyoshi. Racing the Enemy: Stalin, Truman, and the Surrender of Japan. Zubok, Vladislav M. A Failed Empire: The Soviet Union in the Cold War from Stalin to Gorbachev. S ocial S cience , C ontemporary R ussia , and O ther Domsch, Michel E. and Tatjana Lidokhover, eds. Human Resource Management in Russia. Clarke, Simon. The Development of Capitalism in Russia. Barany, Zoltan. Democratic Breakdown and the Decline of the Russian Military. Gaidar, Yegor. Collapse of an Empire: Lessons for Modern Russia. Young, John F., ed. Federalism, Power, and the North: Governmental Reforms in Russia and Canada. Lariuel', Marlen, ed. Sovremennye interpretatsii russkogo natsionalizma. Ostrow, Joel M., Georgiy A. Satarov, and Irina M. Khakamada. With a Foreword by Garry Kasparov. The Consolidation of Dictatorship in Russia: An Inside View of the Demise of Democracy. Shelley, Louise, Erik R. Scott and Anthony Latta, eds. Organized Crime and Corruption in Georgia. Hughes, James. Chechnya: From Nationalism to Jihad. Wood, Tony. Chechnya: The Case for Independence. Pomfret, Richard. The Central Asian Economies since Independence. Sahadeo, Jeff and Russell Zanca, eds. Everyday Life in Central Asia: Past and Present. Alexander, Catherine, Victor Buchli, and Caroline Humphrey, eds. Urban Life in Post‐Soviet Asia. Willerslev, Rane. Soul Hunters: Hunting, Animism and Personhood among the Siberian Yukaghirs. Johnson, Ericka. Dreaming of a Mail‐Order Husband: Russian‐American Internet Romance. MacFadyen, David. Russian Television Today: Primetime Drama and Comedy.
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 | 0.001 | 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 | 0.001 | 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) | 0.001 | 0.004 |
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