Bibliographic record
Abstract
Lillian Allen was born in Jamaica.She grew up in a prominent family in Spanish Town, with an extended family network living in close proximity.The boundaries between family and community were not always fixed and Allen has often linked her investment in an ethic of community activism and care and her commitment to working class solidarity with these early formative experiences.School and church were central pillars of community life.Allen attended St. Jago High School, one of the oldest continuously running schools in the Western hemisphere.She has noted that within her family, her generation was the first among a small number of people in the community to complete primary school and high school education.She attended the Methodist and Baptist churches and her father was a leader in the community and in the church.Some of her earliest experiences of performing poetry publicly were at church, school, and community events.She has also linked her early love of art to the creativity of her mother who made everything look beautiful and magical and who was a seamstress who also practiced embroidery while doing the daily work of caring for and raising a family of ten siblings.Allen moved to Kitchener in 1969 to join her sister who had by then migrated to Canada for work.She moved to New York City in 1970 to study at CUNY where she took courses in Communications and Black Studies.During her time in NYC, she also worked at the publication Caribbean Daily where an early version of her well-known poem "I Fight Back" was first published.In 1973, Allen returned to Jamaica to join what she called the "socialist revolution" that was taking place as the country turned towards democratic socialism.She worked with the Ministry of Education writing curriculum material and started a magazine called MinEd.
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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 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.282 | 0.138 |
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".