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Record W2612798282 · doi:10.7202/1038489ar

Heroes, Tricksters, Monsters, and Caretakers: Indigenous Law and Legal Education

2016· article· en· W2612798282 on OpenAlex

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.

venuePublished in a venue whose home country is Canada.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueMcGill Law Journal · 2016
Typearticle
Languageen
FieldSocial Sciences
TopicLegal Education and Practice Innovations
Canadian institutionsnot available
Fundersnot available
KeywordsIndigenousLawSubject (documents)Political scienceSociologyCategorizationEpistemologyLibrary science

Abstract

fetched live from OpenAlex

Teaching Indigenous peoples’ own law in Canadian law schools presents significant challenges and opportunities. Materials can be organized in conventional or innovative ways. This article explores how law professors and others might best teach Indigenous peoples’ law. Questions canvassed include: whether Indigenous peoples’ law should primarily be taught in Indigenous communities, whether such law should even be taught in law schools, whether it is possible to categorize Indigenous peoples’ law or teach it in English, and whether it is possible to theorize Indigenous peoples’ law within a single framework or organize the subject within common law categories. While this article suggests that Indigenous peoples’ law can be discussed in numerous ways, including within conventional law school frameworks, it emphasizes that such law is best taught in other ways. Indigenous legal traditions should be organized in accordance with Indigenous frameworks. Some of these frameworks include Heroes, Tricksters, Monsters, and Caretakers. Using these Anishinaabe law examples, this article stresses how the teaching of Indigenous peoples’ law should be done in culturally appropriate ways that open rather than confine fields of inquiry within Indigenous law and practice.

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 imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.988
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0040.000
Scholarly communication0.0000.002
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.023
GPT teacher head0.321
Teacher spread0.298 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it