Osborough and Legal Education and Scholarship for Irish University Law Schools: Marking the Dawn of a New Era
Bibliographic record
Abstract
Official reports could prompt keen analysis by Nial Osborogh as can be seen in his 1985 article, “Scholarship and the University Law School: Thoughts Prompted by a Recent Canadian Study”, which is the primary concern of this essay. The article is of interest as Professor Osborough is the only person to have been Head of School (and, in the case of UCD, Dean) of Trinity College School of Law and of the UCD School of Law. In this article Osborough took this “thoroughly uncomfortable” report on university legal education and scholarship in Canada as an opportunity to reflect on Irish law schools and scholarship. The report was concerned with the dearth of fundamental research in Canadian law at that time, with little doctoral research undertaken and few applications to the Canadian research council for research funding. It discussed the need for academic research about law as well as doctrinal research in law. Osborough while mindful of the differences between the two educational systems, saw the report as an unmissable opportunity to reflect on Irish scholarship.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.010 | 0.021 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.005 |
| Science and technology studies | 0.034 | 0.021 |
| Scholarly communication | 0.026 | 0.007 |
| Open science | 0.003 | 0.013 |
| Research integrity | 0.006 | 0.009 |
| Insufficient payload (model declined to judge) | 0.020 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".