Bibliographic record
Abstract
does an admirable job in her introduction, describing the three intellectual-cum-activist projects which underlie the collection...Its most significant contribution for those already familiar with the San literature lies in expanding the pool of recent analyses of San identity politics, and in documenting the rise and challenges facing the San-owned and San-oriented NGOs...[it] is also a good reference source for a broader readership seeing an overview of Lee's intellectual legacy and its trajectories. * Anthropos The essays assembled in this book exemplify the way political anthropologists address a range of problems that deeply affect people throughout the world. The authors draw their inspiration from the work of Canadian anthropologist Richard B. Lee, and, like him, they are concerned with understanding and acting upon issues of indigenous rights; the impact of colonialism, postcolonial state formation, and neoliberalism on local communities and cultures; the process of culture change; what the history and politics of egalitarian societies reveal about issues of human nature or social evolution; and how peoples in southern Africa are affected by and responding to the most recent crisis in their midst, the spread of AIDS. The authors in this volume discuss the state of a range of contemporary debates in the field that in various ways extend the political, theoretical, and empirical issues that have animated Lee's work. In addition, the book provides readers with important contemporary Kalahari studies, as well as classic works on foraging societies. Jacqueline Solway is associate professor of International Development Studies and Anthropology at Trent University.
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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 | 0.011 | 0.010 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.005 |
| Science and technology studies | 0.009 | 0.102 |
| Scholarly communication | 0.018 | 0.015 |
| Open science | 0.003 | 0.005 |
| Research integrity | 0.007 | 0.009 |
| 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 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".