Bibliographic record
Abstract
<DIV>"A bold and challenging consideration of questions of development, economic globalization, communities and subjectivity from a unique feminist perspective. A must-read book for those who wish to understand restructuring and resistance in this era of intensified globalization."<BR>---Isabella C. Bakker, York University<BR><BR>"Bergeron's pathbreaking analysis challenges orthodox development theories, questions current feminist economic thinking and highlights crucial new gendered challenges to globalization."<BR>---Jane Parpart, Dalhousie University<BR><BR>"Cutting-edge scholarship. Bergeron deftly engages the complexity of current debates while retaining clarity, improving analyses, and illuminating alternatives."<BR>---V. S. Peterson, University of Arizona<BR><BR><BR>By tracing out the intersection between the imagined space of the national economy and the gendered construction of "expert" knowledge in development thought, Suzanne Bergeron provides a provocative analysis of development discourse and practice. By elaborating a framework of including/excluding economic subjects and activities in development economics, she provides a rich account of the role that economists have played in framing the contested political and cultural space of development.<BR><BR>Bergeron's account of the construction of the national economy as an object of development policy follows its shifting meanings through modernization and growth models, dependency theory, structural adjustment, and contemporary debates about globalization and highlights how intersections of nation and economy are based on gendered and colonial scripts. The author's analysis of development debates effectively demonstrates that critics of development who ignore economists' nation stories may actually bolster the formation they are attempting to subvert. <I>Fragments of Development</I> is essential reading for those interested in development studies, feminist economics, international political economy, and globalization studies.<BR></DIV>
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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 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.002 | 0.004 |
| Science and technology studies | 0.005 | 0.013 |
| Scholarly communication | 0.010 | 0.007 |
| Open science | 0.001 | 0.008 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.052 | 0.010 |
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".