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Record W4402713087 · doi:10.1016/j.polgeo.2024.103190

Jurisdictional imaginaries as contested geographies: A metaphor analysis of reference cases about Canada's Impact Assessment Act

2024· article· en· W4402713087 on OpenAlexafffundabout
Gwendolyn Blue, Lianne Lefsrud, Alana Lajoie-O’Malley, Hunter Yaworski, William N. Holden

Bibliographic record

VenuePolitical Geography · 2024
Typearticle
Languageen
FieldEnvironmental Science
TopicEnvironmental and Social Impact Assessments
Canadian institutionsDalhousie UniversityUniversity of AlbertaUniversity of Calgary
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsMetaphorPolitical scienceSociologyPhilosophyLinguistics

Abstract

fetched live from OpenAlex

Jurisdictional imaginaries, defined as constitutive and productive fictions with real world effects, serve a distinct purpose in the context of debates over Canadian environmental impact assessment. Metaphors are one way in which jurisdictional imaginaries are maintained and contested. In creating associations between entities, metaphors mark storytelling about jurisdiction with the imprints of history and place, and shape thinking about arrangements of authority within contested geographies. In Canadian reference cases (questions posed by governments to courts to seek advice on legislation), the judiciary settle conflicts over jurisdiction through case-by-case assessments based on interpretations of the Canadian constitution in which debates about federalism loom large. Our analysis of two reference cases on Canada's Impact Assessment Act (IAA) evidenced disagreements in court decisions about the scope and significance of provincial and federal authority, which hinged on metaphors of separation and conflict, and drew on two competing imaginaries: a classical imaginary which envisions dualist, hierarchical, and exclusionary orders of authority between provincial and federal governments; and a modern imaginary which emphasizes jurisdictional overlap and flexibility in constitutional interpretation. Reading these divergent imaginaries against a backdrop of legal pluralism and ongoing settler colonialism, we argue that both imaginaries normalize, rather than unsettle, colonial political logics predicated on the replacement of Indigenous sovereignty by European legal orders. The IAA reference cases, far from mere technical assessments of the constitutionality of legislation, highlight political questions about what kind of society Canada is and could become.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.010
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.951
Threshold uncertainty score0.728

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.010
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0040.007
Science and technology studies0.0180.031
Scholarly communication0.0120.006
Open science0.0020.004
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.0040.000

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 head0.011
GPT teacher head0.319
Teacher spread0.308 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2024
Admission routes3
Has abstractyes

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