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
Book reviewed in this articles. LITERATURE AND FINE ARTS, Malakhovskaia, Anna Nataliia. Cain, Jimmie E., Jr. Bram Stoker and Russophobia: Evidence of British Fear of Russia in Dracula and Lady of the Shroud. Nepomnyashchy, Catherine Theimer, Nicole Svobodny, and Liudmila A. Trigos, eds. Under the Sky of My Africa: Alexander Pushkin and Blackness. Fusso, Susanne. Discovering Sexuality in Dostoevsky. Dvoretskaia, E. I. Literaturnaia zhizn’Rossii 1920‐kh godov: Moskva i Petrograd 1917‐1920 gg. Sobytiia: Otzy sovremennikov: Bibliografia. Dvoretskaia, E. I. Literaturnaia zhizn’Rossii 1920‐kh godov: Moskva i Petrograd 1917‐1920 gg. Sobytiia: Otzy sovremennikov: Bibliografia. Ebert, Christa. Sinaida Hippius: Seltsame Nähe. Ritzarev, Marina. Eighteenth‐Century Russian Music. Johnson, Emily D. How St. Petersburg Learned to Study Itself: The Russian Idea of Kraevedenie. Sharp, Jane Ashton. Russian Modernism between East and West: Natal'ia Goncharova and the Moscow Avant‐Garde. Lunde, Ingunn and Tine Roesen, eds. Landslide of the Norm: Language Culture in Post‐Soviet Russia. Sakharov, A. N. Ot Drevnei Rusi k novoi Rossii: Iubileinyi sbornik, posviashchennyi chlenu‐korrespondentu RAN Ia. N. Shchapovu. Ivanov, Sergey A. Holy Fools in Byzantium and Beyond. Plokhy, Serhii. The Origins of the Slavic Nations: Premodern Identities in Russia, Ukraine, and Belarus. Mostashari, Firouzeh. On the Religious Frontier: Tsarist Russia and Islam in the Caucasus. Frame, Murray. School for Citizens: Theatre and Society in Imperial Russia. Montgomery, Robert W. Late Tsarist and Early Soviet Nationality and Cultural Policy: The Buryats and their Language. Malia, Martin. History's Locomotives: Revolutions and the Making of the Modern World. Buckley, Mary. Mobilizing Soviet Peasants: Heroines and Heroes of Stalin's Fields. Klotchkov, Kathleen. Der lange Weg zum Fest: Die Geschichte der Moskauer Stadtgruendungsfeiern von 1847 bis 1947. Mertelsmann, Olaf, ed. Vom Hitler‐Stalin‐Pakt bis zu Stalins Tod: Estland 1939‐1953. Hosking, Geoffrey. Rulers and Victims: The Russians in the Soviet Union. Kiaer, Christina and Eric Naiman, eds. Everyday Life in Early Soviet Russia: Taking the Revolution Inside. Ohayon, Isabelle. La sédentarisation des Kazakhs dans l'URSS de Staline: Collectivisation et changement social (1928‐1945). Tomoff, Kiril. Creative Union: The Professional Organization of Soviet Composers, 1939‐1953. Snyder, Timothy. Sketches from a Secret War: A Polish Artist's Mission to Liberate Soviet Ukraine. Barnes, Andrew. Owning Russia: The Struggle over Factories, Farms, and Power. Ioffe, Grigory, Tatyana Nefedova, and Ilya Zaslavsky. The End of Peasantry? The Disintegration of Rural Russia. Dunlop, John B. The 2002 Dubrovka and 2004 Beslan Hostage Crisis: A Critique of Russian Counter‐Terrorism. Solomon, Peter H., Jr., ed. New Actors in Northern Federations: Cities, Mergers and Aboriginal Governance in Russia and Canada. MacLean, George A. Clinton's Foreign Policy in Russia: From Deterrence and Isolation to Democratization and Engagement. Tucker, Joshua A. Regional Economic Voting: Russia, Poland, Hungary, Slovakia and the Czech Republic, 1990‐1999. Konitzer, Andrew. Voting for Russia's Governors: Regional Elections and Accountability under Yeltsin and Putin. Colton, Timothy J. and Stephen Holmes, eds. The State after Communism: Governance in the New Russia. Golosov, Grigorii V. Political Parties in the Regions of Russia: Democracy Unclaimed. White, David. The Russian Democratic Party Yabloko: Opposition in a Managed Democracy. Ledeneva, Alena V. How Russia Really Works: The Informal Practices that Shaped Post‐Soviet Politics and Business.
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 | 0.004 | 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 | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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