Significance of Horses: Control Legislation and Impact on Irish Travellers
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Abstract This paper documents the significance of horses to Irish Travellers, on several fronts, to demonstrate their unusual relationship with horses as companion animals and as work animals in a non-farm context. Their multiple attachments and engagement are analyzed in the context of the literature in human–nonhuman animal relations and animal geographies, which helps illuminate the ways in which horses have shaped Traveller geographies and identities, and how these associations have become politicized. The 1996 Control of Horses Act has led to greater restrictions on the keeping of horses; the impact of the loss of this animal from Traveller daily life is discussed. This research also helps fill a gap in the literature on horses and urban and rural landscapes in Ireland, which has to date largely excluded Travellers.
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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) | 0.000 | 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 it