Irish migrants in new communities : seeking the fair land?
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
Part 1: Fitting in Chapter 1- Tribal Kings and Tattooed Chiefs: The Hidden Irish of the Pacific World Malcolm Campbell Chapter 2- Legends of the Graceville Conamaras Bridget Connelly Chapter 3- 'Je ne suis jamais alle en Irlande': An Irish Journey to La Beauce, Quebec Noemie Beck and Gearoid O hAllmhurain Chapter 4- 'Nobody's baby': Forgotten Irish nationals in post-independence India Kate O'Malley Chapter 5- Sisters in the field: The courageous journey of the pioneering Loreto sisters to India and Canada Tara Manning Chapter 6- Irish Soldiers in the American Civil War Patricia B. Swan and James B. Swan Part 2: Shaping up Chapter 7- The Irish Wellspring Jay Tunney Chapter 8- 'From Poverty to Posterity': Assisted Emigration from Connemara in the 1880s Gerard Moran Chapter 9- Michael Mooney and the Leadville Miners' Strike of 1880 James Patrick Walsh Chapter 10- 'I Wish I Was Back Home in Derry': Songs Composed in the H Blocks and the Paradox of Exile Lachlan Whalen
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 | 0.001 | 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 | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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