John Peters Humphrey: Canadian Nationalist and World Government Advocate
Bibliographic record
Abstract
Summary John Peters Humphrey is best known for drafting the United NationsUniversal Declaration of Human Rights, a role that, while significant, comprised only a brief period in Humphrey’s life. Prior to his time at the UN, Humphrey was an adamant Canadian nationalist who argued for a strong, united Canada. At the same time, he was highly critical of international organization and argued for a federal, world government. This apparent contrariness was also seen in his choice of employment. Supportive of world government, Humphrey viewed the UN as little more than a “defensive alliance.” Humphrey’s paradoxical views and actions are far more coherent than they first appear. It is possible to see in them a single, unifying trend: federalism. Federalism’s layered government structure has the ability to preserve regional differences and also to connect the individual to each layer of law. At the UN, Humphrey was able to make great strides in this direction, and today several international bodies receive complaints directly from individual complainants. In this way, Humphrey helped connect the individual with international law.
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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 | 0.004 | 0.009 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.024 | 0.006 |
| Scholarly communication | 0.009 | 0.004 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.012 | 0.010 |
| Insufficient payload (model declined to judge) | 0.028 | 0.003 |
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".