Book Reviews
Bibliographic record
Abstract
Nicholas Hewitt, Montmartre: A Cultural History (Liverpool: Liverpool University Press, 2017). David Spector, La Gauche, la droite, et le marché: Histoire d’une idée controversée (XIXe–XXIe siècle) (Paris: Odile Jacob, 2017) Graham M. Jones, Magic’s Reason: An Anthropology of Analogy (Chicago: University of Chicago Press, 2017). Minayo Nasiali, Native to the Republic: Empire, Social Citizenship, and Everyday Life in Marseille since 1945 (Ithaca: Cornell University Press, 2016). Joseph Bohling, The Sober Revolution: Appellation Wine and the Transformation of France (Ithaca and London: Cornell University Press, 2018). Venus Bivar, Organic Resistance: The Struggle over Industrial Farming in Postwar France (Chapel Hill: University of North Carolina Press, 2018). Todd Shepard, Sex, France, and Arab Men, 1962–1979 (Chicago: University of Chicago Press, 2017). Donald Reid, Opening the Gates: The Lip Affair, 1968–1981 (London: Verso, 2018). Bruno Perreau, Queer Theory: The French Response (Stanford, CA: Stanford University Press, 2016). Oana Sabo, The Migrant Canon in Twenty-First-Century France (Lincoln: University of Nebraska Press, 2018).
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.
How this classification was reachedexpand
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 | 0.000 | 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) | 0.005 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".