Book Reviews
Bibliographic record
Abstract
The Origin of Capitalism: A Longer View, by Ellen Meiksins Wood. London: Verso, 2002. Pp.202. £13/$US22 (paperback). ISBN 1 85984 392 1. The World is Not for Sale, by José Bové and François Dufour (interviewed by Gilles Luneau and translated by Anna de Casparis). London and New York: Verso, 2001. Pp.206. $25 (hardback). ISBN 1 85984 614 9. Searching for Equity: Conceptions of Justice and Equity in Peasant Irrigation, edited by Rutgerd Boelens and Gloria Dávila. The Netherlands: Van Gorcum, 1998. $27 (hardback). ISBN 90 232 3385 9. Water Rights and Empowerment, edited by Rutgerd Boelens and Paul Hoogendam. The Netherlands: Van Gorcum, 2002. $27.50 (hardback). ISBN 90 232 3764 1. Contesting Agriculture: Cooperativism and Privatization in the New Eastern Germany, by Hans C. Buechler and Judith-Maria Buechler. New York: State University of New York Press, 2002. $29.95 (paperback). ISBN 0 7914 5282 4. Champaran and Gandhi: Planters, Peasants and Gandhian Politics, by Jacques Pouchepadass. New Delhi: Oxford University Press, 1999. Pp.277. Rs.475 /£14.99 (hardback). ISBN 0 19 564084 5.
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 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 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.005 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.008 | 0.005 |
| Open science | 0.003 | 0.003 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.525 | 0.445 |
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".