“From the West, Clouds come hurrying with the wind” - Caribbean & African feminism: Trends Examined
Bibliographic record
Abstract
To describe Caribbean and African feminism as interwoven is an understatement. Their correlation is irrefutable, sharing commonalities across concepts of gender and sexuality, labour, and feminist organization. Both feminisms share the distinctive characteristic of being in constant flux, being especially influenced by the colonial structures that continue to pervade our society today. As a result of colonialism, the gender identity and sexuality of the Caribbean and African female subject have been subject to regulation and policing, in order to ensure that the recipients of patriarchal privilege are made explicit. Likewise, attempts have also been made to control the Caribbean and African entrepreneurial community. The space these women have created for themselves in order to escape the racialised and genderised barriers associated with formal labour, is being constantly devalued through the implication that this space is in need of legitimisation. Over time, these feminisms have grown to centre a multitude of social, economic and political concerns. The contributions they have made to society however, are under constant threat of erasure.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.007 |
| Science and technology studies | 0.004 | 0.002 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.014 | 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".