Latin Americans in London: Claims over the identity of place as destination
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
This chapter focuses on the presence of Latin American businesses in Elephant & Castle (E&C) a deprived area of London that is undergoing an ambitious programmes of urban redevelopment. Latin American retailers started setting up businesses in the E&C at the beginning of the 1990s and over 20 years have transformed the area and in the process contributed to a distinctive ‘Latin Quarter'. This presence however is now under threat. The redevelopment plans for E&C has been received with scepticism by Latin American retailers who despite welcoming some of these changes, fear for their sustainability and future presence in the area. The chapter documents these changes by relying on visual records and documentary evidence based on ethnographic research and in-depth interviews conducted at various times throughout the last twenty years.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.003 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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