Collective Poetry Making in the Poesis of Psychohistoriographic Cultural Therapy
Bibliographic record
Abstract
Psychohistoriographic Cultural Therapy (PCT), pioneered in Jamaica in 1978, is a post-colonial model of group psychotherapy that privileges the use of the poetic to heal historical traumas. Embedded in PCT is a technique of collective poetry making. In this paper, the process is chronicled in five case studies: Madnificent Irations at the Bellevue Mental Hospital (Jamaica); Rethinking Cultural Diversity at the Cooperative Association of States for Scholarship (Georgetown University, Washington); Windows for Wavelengths at the Maudsley Hospital (London, UK); Identity and Achievement at the Afro-Caribbean Mental Health Centre (Wolverhampton, UK); and Mite de La Laine at the McGill University, (Montreal, Canada). An analysis of the PCT process and the collaborative poems created highlights how this model accelerates insight and resilience, confronts stigma, and facilitates rehabilitation and productivity.
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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 | 0.005 | 0.008 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.018 | 0.065 |
| Scholarly communication | 0.009 | 0.004 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.004 | 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 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".