“A Stroll in Heavy Boots”: Studying Polish Roma Women's Experiences of Aging
Bibliographic record
Abstract
In Poland, the quality of life for Roma minorities has deteriorated in recent years due to negative stereotyping, economic crises and resurgent nationalisms. Consequently, many Roma have migrated to the west since Poland's 2004 entry into the EU. This has left several of Poland's Roma communities populated primarily by Roma elders unable to travel abroad due to their advanced age and/or poor health. This paper discusses the author's current research project that studies Polish elderly Roma women's experiences of ageing in the absence of younger relatives. In particular, the author explores the impact of the diverse attributes of non-public, non-collective dramatic storytelling on how the women constructed their narratives of ageing in the project. The author also considers the potential of dramatic storytelling sessions in relation to interviews, and explores how the two methodologies employed —intersecting with participant project goals and my own complicated local/global positionalities – shaped how the women constructed their stories.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 | 0.000 |
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 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".