International Norm Diffusion in the Pimicikamak Cree Nation: A Model of Legal Mediation
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
This Article examines the process of international norm diffusion on the ground - where international law is shaping how local actors construct their laws and legal institutions. Based on ethnographic research on an indigenous community in Canada, I analyze how international norms can become embedded in an indigenous community and influence its law-making in a way that mediates between state and local laws. I argue that local groups like the Pimicikamak Cree Nation are engaging in legal mediation as they negotiate among multiple normative commitments. The Cree have designed a government that integrates Canadian and international law into their local legal institutions while also adapting cultural norms and customary practices. This case study contributes to the international legal scholarship on norm diffusion by examining the local process by which international norms are adopted. It builds on theories of legal pluralism by offering a model of how local communities can accommodate multiple legal systems.
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 | 0.002 | 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 | 0.000 | 0.000 |
| 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 it