Bibliographic record
Abstract
Books reviewed in this issue. Literature and Fine Arts 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. History 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. Social Science, Contemporary Russia, and Other 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.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.004 | 0.006 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.008 | 0.005 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.640 | 0.628 |
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".