Bibliographic record
Abstract
The article considers the complexity of the search for identity by the Afro-Germans in the last quarter of the 20th century based on the life path of the prominent teacher, poetess and activist May Ayim. The author presents a number of stages of her literary, scientific and educational activities. And examines the specifics of May Ayim’s self-awareness in the creative direction, studying of legacy and resistance in her poems and essays, as well as the integration of her work into the German-language literary space. Drawing on her literary contributions, political activism, and struggles against racism and discrimination, this article sheds light on Ayim’s impact on the Afro-German community and her enduring legacy in the German literary landscape. The article examines the problems of perception of Afro-Germans in Germany at the turn of 1980-1990, as well as May Ayim’s personal contribution to activist activities in Germany. This research aims to celebrate Ayim’s personal contribution to Afro-German literature and to changing the situation regarding Africans and half-breeds in Germany.
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.
How this classification was reachedexpand
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 | 0.000 | 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) | 0.001 | 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 teacher head, 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".