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Record W4395671591 · doi:10.57125/fs.2024.03.20.06

Political Invisibility: Structural Realism and The Kahnawà:ke Mohawk Nation

2024· article· en· W4395671591 on OpenAlexaff

Bibliographic record

VenueFuturity of Social Sciences. · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicAnthropology: Ethics, History, Culture
Canadian institutionsMcMaster University
Fundersnot available
KeywordsMohawkInvisibilityPoliticsRealismPolitical scienceSociologyEpistemologyComputer sciencePhilosophyLinguisticsLawArtificial intelligence

Abstract

fetched live from OpenAlex

This research critically examined the intersection of structural realism, normativity, and political invisibility, with a particular focus on its implications for peripheral actors in international relations (IR), exemplified by the Kahnawà:ke Mohawk Nation. Based on the assumption that structural realism governs Western foreign policy, the research investigated the possibility of political invisibility not as an indication of weakness but as a strategic method for political liberation. Through a theoretical analysis that contrasted the normative assumptions of structural realism with critical theory, a qualitative methodology, integrating a critical literature review and a case study analysis were employed in the research in order to dissect the dynamics of political invisibility and its potential as an emancipatory force. The results indicated that political invisibility, when utilised effectively, can function as a subversive instrument enabling marginalised actors such as the Kahnawà:ke Mohawk Nation to maneuver through and capitalise on the normative oversights of structural realism. This subversion challenges conventional IR perspectives by demonstrating how marginalised groups can assert agency and sovereignty despite systemic exclusion from central dialogues and decision-making processes. The scientific novelty of this study lay in its focused critique of structural realism through the lens of political invisibility and the politics of refusal, offering a unique perspective on the agency of peripheral actors in IR. Its practical significance emerges from the potential applications of these insights in fostering a more inclusive and equitable global political discourse, emphasising the strategic potential of invisibility for political mobilisation and emancipation. By positioning political invisibility as a catalyst for emancipatory politics, this research contributed to a broader discourse on power dynamics within IR, challenging established norms and suggesting a paradigm shift towards recognising and leveraging the political agency of marginalised actors.

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 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)0.004
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.679
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0030.028
Scholarly communication0.0000.000
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 head0.058
GPT teacher head0.397
Teacher spread0.339 · 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; both teacher heads agree on what is shown here.

Study designTheoretical or conceptual
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

Citations1
Published2024
Admission routes1
Has abstractyes

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