The Horn of Africa as Common Homeland: The State and Self-Determination in the Era of Heightened Globalization
Bibliographic record
Abstract
The Horn of Africa as Common Homeland: The State and Self-Determination in the Era of Heightened Globalization , Leenco Lata, Waterloo: Wilfrid Laurier University Press, 2004, pp. xi, 219. The author of this book describes himself as a political activist who earned his credentials to write about self-determination in the Horn of Africa largely through his experiences in helping to form the Oromo Liberation Front (OLF) in Ethiopia in the 1970s. He also draws on two decades of political activities, work and travel throughout the entire region. The result is a text that is rich in “lived experiences.” Yet the author is a scholar as much as he is an activist and keen observer of events. Drawing on different theoretical perspectives and exploring alternative theories of state, nation, self-determination and democracy, Lata has produced a coherent and nuanced analysis of current state-building processes in the Horn of Africa.
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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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 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".