Globalizing the Postcolony: Contesting Discourses of Gender and Development in Francophone Africa
Bibliographic record
Abstract
Part 1 Part One: Is There a Gender and Development Crisis in Francophone Africa? Chapter 2 Chapter One: Gender and Development in Francophone Africa: The Making of a Crisis Chapter 3 Chapter Two: Science, Statistics, & Stories: In Search of Methodology Part 4 Part Two: When Gender and Development Went Global Chapter 5 Chapter Three: The Origins of a Global Discourse, 1945 to1990 Chapter 6 Chapter Four: 'Good Governance' for Development, 1990-2000 Chapter 7 Chapter Five: The Millennium Summit and Beyond: Writing Women out of Development? Part 8 Part Three: From the Global to the Postcolony: Data Profiling in Gabon and Senegal Chapter 9 Chapter Six: Mapping Gender and Development: The Tools of the Trade Chapter 10 Chapter Seven: Senegal: A Monitoring Model for Francophone Africa? Chapter 11 Chapter Eight: Gabon: At the Limits of the Data Profile Chapter 12 Chapter Nine: Measuring Gender and Development: Challenges for Francophone Africa Part 13 Part Four: In Search of Context and Culture 1: Historicizing Gender Chapter 14 Chapter Ten: Sex and Status in Pre-colonial Africa Chapter 15 Chapter Eleven: Engendering the Colony: France in Africa Part 16 Part Five: In Search of Context and Culture : Locating Gender Chapter 17 Chapter Twelve: Speaking the Language of Gender and Development in Senegal Chapter 18 Chapter Thirteen: International Agencies and the Agenda for Change in Senegal Chapter 19 Chapter Fourteen: Theorizing Gender and Development in the Academy Chapter 20 Chapter Fifteen: Voicing Dissent and Contesting Change in Civil Society Part 21 Part Six: Writing Gender and Development: Culture, Context, and Change in Francophone Africa Chapter 22 Chapter Sixteen: The Literary Politics of Gender and Development Chapter 23 Chapter Seventeen: Writing Gender and Development: the Birth of a Literary Voice Chapter 24 Chapter Eighteen: Modernization and Marginalization in the Francophone African Feminist Novel Part 25 Conclusions Chapter 26 Chapter Nineteen: Harnessing Culture for Gender and Development
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.008 | 0.014 |
| Scholarly communication | 0.005 | 0.003 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.007 | 0.000 |
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".