Reviews
Bibliographic record
Abstract
Demonstrating the Demonstrated. Tamás Stark, Hungarian Jews During the Holocaust and After the Second World War, 1939–1949: A Statistical Review, viii + 174pp. Trans. Christina Rozsnyai. Boulder: Eastern European Monographs; Distr. by Columbia University Press, 2000. £26.00/$42.00 (cloth). ISBN 0–88033–449–5 Reconstructing Soviet Jewish Theatrical Life. Jeffrey Veidlinger, The Moscow State Yiddish Theatre: Jewish Culture on the Soviet Stage. Bloomington: Indiana University Press, 2000. ix + 356pp. Illustrations. Bibliography. Index. ISBN 0–253–33784–4 Vladislav Ivanov, ‘Evropeiskie gastroli na fone “voprosa o dal'neishem sushchestvovanii” GOSETa’ (European Tours against the Backdrop of ‘the Issue of the Further Existence’ of the GOSET), in Vladislav Ivanov (ed.), Mnemozina (Moscow), No. 2, 2000, pp. 392–479. ISBN 5–8360–0060–3 Vladislav Ivanov, Russkie sezony teatra Gabima (Russian Seasons of the Habima Theatre). Moscow: Artist, Rezhiser, Teatr, 1999. 317pp. Illustrations. Bibliography. Index. ISBN 5–87334–028–5 The Jews of Leningrad: From Revolution to War. Mikhail Beizer, Evrei Leningrada, 1917–1939. Natsional'naia zhizn'isovetizatsiia (The Jews of Leningrad, 1917–1939: National Life and Sovietization). Moscow: Mosty kul'tury, 1999. 447pp. Bibliography. Name index. Subject index. ISBN 5–93273–005–6 Philo‐Semitism and Anti‐Semitism in Russia. Savva Dudakov, Paradoksy i prichudy filosemitizma i antisemitizma v Rossii (The Paradoxes and Caprices of Philo‐Semitism and Anti‐Semitism in Russia). Moscow: Russian State Humanitarian University, 2000. 640pp. Notes. Name index. 5–7281–0441‐X (cloth) In Search of Scapegoats. Vladimir Fedotovich Popov, Voina v usloviiakh mira (War in Conditions of Peace). Vologda, 1999. 158pp. Print run 3,000 Slavianin: Obshcherossiyskaia obshchestvenno‐politicheskaia gazeta Vseslavian‐skogo Sobora Minina i Pozharskogo (Vologda), No. 1(29), 2001. Print run 5,000
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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 | 0.010 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.007 | 0.005 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.495 | 0.409 |
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".