Bibliographic record
Abstract
I The impact of theory, or specifically the advent of an Irish franchise of postcolonial studies, has produced a contentious, as well as progressive, commerce of ideas and theoretical paradigms within the broader discourse of Irish studies. Despite the poststructuralist murkiness, paradigmatic vanity, and indulgent verbosity of some international postcolonial theory, the resources of postcolonial literary theory and historiography provide singly-enabling mechanisms for Irish cultural inquiry. Indeed such critical importation became, and remains, what might be nominated a postcolonial cathexis within Irish studies. Since the advent of poststructuralism, deconstruction, and postmodernism, the integrity of narrative representation and the unified subject position has become increasingly precarious. However, the historian Gyan Prakash provides a moment of definitional clarity with respect to the project of contemporary postcolonial theory, as distinct from the pursuits of poststructuralist critical theory:
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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 | 0.001 |
| 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 | 0.002 |
| 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 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".