Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Abstract Focusing on the Judicial Committee of the Privy Council and the colonial regional Appeal Courts for West Africa and East Africa, it examines how judicial discourses of native difference and imperial universalism in local disputes influenced practices of power in colonial settings and shaped an evolving jurisprudence of Empire. Arguing that the Imperial Appeal Courts were key sites where colonial legal modernity was fashioned, the book examines the tensions that permeated the colonial legal system such as the difficulty of upholding basic standards of British justice while at the same time allowing for local customary divergence which was thought essential to achieving that justice. The modernizing mission of British justice could only truly be achieved through recognition of local exceptionality and difference. Natives who appealed to the Courts of Empire were entitled to the same standards of justice as their ‘civilized’ colonists, yet the boundaries of racial, ethnic, and cultural difference somehow had to be recognized and maintained in the adjudicatory process. Meeting these divergent goals required flexibility in colonial law-making as well as in the administration of justice. In the paradox of integration and differentiation, imperial power and local cultures were not always in conflict but were sometimes complementary and mutually reinforcing. The book draws attention not only to the role of Imperial Appeal Courts in the colonies but also to the reciprocal place of colonized peoples in shaping the processes and outcomes of imperial justice. A valuable addition to British colonial literature, this book places Africa in a central role, and examines the role of the African colonies in the shaping of British imperial jurisprudence.
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.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.012 | 0.003 |
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 it