Development and Hybridity Made Concrete in the Colonies
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
The concept of hybridity has been discussed chiefly in relation to cultural issues and interpreted as a challenge to dominant power. It is equally relevant to the interpretation of economic and social change (for example, in the field of international development), while its political significance is properly a subject of investigation. Hybridity was common under colonialism: in domestic and work settings (mines, plantations), in the organisation of urban areas, and in the organisation of colonial administration. It became more common in the British territories once Britain began to promote colonial development in the late 19th century. The evolution of colonial housing and urban housing policy after 1929 indicates that colonisers tolerated and then endorsed hybridity. Usually, it was accepted as a step towards modernity; occasionally, it was viewed as a local adaptation that embodied local practices that had intrinsic merit. In any event, the concept of hybridity has broad application to our understanding of colonialism and development.
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 | 0.001 | 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) | 0.000 | 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 it