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
Ideas of belonging, cultural identity, and social relations based on ancestral connection, blood, and primordial kinship, have a contradictory presence in cultural theory and public culture. The search for alternatives to fixed, essentialist, and exclusive ways of imagining culture and belonging has been central to recent cultural theory and cultural geography. This has involved much attention to cultural routes, mobility, and hybridity and a critique of cultural roots, fixity, and purity in response to increasing transnational flows, the experience of displaced people, racism, and ethnic fundamentalism. Yet discourses of indigeneity and new migration patterns, as well as cultural globalisation more widely, have also prompted the growth in genealogy amongst ‘settler’ groups in Australia, Canada, New Zealand, and the United States who search for European, and often specifically Irish, roots. In this paper I explore the relationships between ideas of nation, ancestry, and diaspora. I focus on what happens when questions of nationality, ethnicity, and identity meet in the practice of ancestral research in Ireland, and begin to track the spatially differentiated cultural politics of genealogy. As the language of genealogy travels with Irish roots tourists and through electronic networks, the implications of genealogical practices and identifications can mutate so that what may be a politically regressive turn to ethnic purity and racial discourse in one context can, in another, productively unsettle older exclusive versions of belonging. For both individual and collective identities, genealogical projects can have unsettling results.
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.
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 | 0.001 | 0.001 |
| 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 it