Issues and Impacts: The Irish Travelling and Roma Communities
Bibliographic record
Abstract
Introduction Research on the experiences of Gypsy, Romany and Traveller prisoners reported that their numbers ‘[continue] to be underestimated within the custodial estate’ and that ‘the distinct needs of this group are often not recognised and go unsupported’ (HMIP, 2014: 11). This chapter reviews the experience of prison lockdowns during the COVID-19 pandemic on the Irish Travelling and Roma communities. As traditionally nomadic and significantly marginalized communities, we propose that they may have faced unique challenges in relation to isolation, contacting their families, health inequalities and barriers in accessing culturally appropriate supports. The Irish Travelling and Roma communities The Irish Travelling community, often referred to as Travellers or Mincéirí, are a minority ethnic group, distinct from the Irish majority population due to differing cultural and traditional attributes, including strong family structures, unique language (Shelta), staunch religiosity and a history of nomadism (Hayes, 2006; Mulcahy, 2012; Bracken, 2014; 2016; Department of Justice and Equality, 2017; Gavin, 2019). Though indigenous to Ireland, Irish Travellers now reside in a number of countries, including the United States and Canada. However, the largest population of Irish Travellers outside of Ireland is in the United Kingdom (Mac Gabhann, 2011). In the Republic of Ireland, the latest census reported that the Irish Travelling community comprised 0.7 per cent of the total population – approximately 31,000 individuals (Central Statistics Office, 2017a). In the United Kingdom, approximately 63,000 people identified themselves as Gypsy, Traveller or Irish Traveller in the latest census. Of these, 58,000 were living in England and Wales, representing 0.1 per cent of the total population in these countries (Cromarty, 2019; Office for National Statistics, 2020). In many UK reports and datasets, traditionally nomadic communities are merged into the larger category of ‘Gypsy/Roma/Traveller’ (GRT) (HM Inspectorate of Prisons, 2014). However, it is important to note that these are distinct ethnic groups. At a wider European level, Roma describes a range of traditionally nomadic communities, including Romany Gypsies, Travellers, Manouches, Ashkali, Sinti and Boyash groups. More specifically in the Republic of Ireland and the United Kingdom, Roma is associated with people of Roma origin who have migrated from Central and Eastern Europe following the expansion of the European Union in 2004 and 2007 (Cromarty, 2019).
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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 | 0.000 | 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 | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.019 | 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".