The Gifted Judge: An Analysis of the Judicial Career of Robert H. Jackson
Bibliographic record
Abstract
The author undertakes an historical analysis of the judicial achievements of Robert H. Jackson, Associate Justice of the United States Supreme Court from 1941 until his sudden death in 1954. Justice Jackson's approach to the nature of the judicial function, to judicial review and to the question of extrajudicial activities sheds light on contemporary debate in these areas. Despite being undoubtedly influenced by his place on the "Roosevelt Court," Jackson was a strong individualist, which the author believes accounts for his "maverick" status on the Court Justice Jackson's prominent judicial opinions relating to economic regulation, procedural due process, civil liberties and the separation of powers doctrine reveal how he addressed the inherent tension between judicial review and democracy in the American system of government. The effects of extrajudicial activities are explored with reference to his key role at the Nuremberg Trials, and the appointment of Madam Justice Louise Arbour to serve as Prosecutor for the International Criminal Tribunals.
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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 | 0.005 | 0.014 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.009 | 0.009 |
| Scholarly communication | 0.005 | 0.003 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.003 | 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 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".