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Record W4414007077 · doi:10.36939/cjis/vol1no1/art7

The Case For A Posthuman Responsibility to Protect: An Anishinaabeg Posthuman Security Convergence

2025· article· en· W4414007077 on OpenAlexafffund
Elliot Goodell Ugalde, Grace Dobbie

Bibliographic record

VenueThe Canadian Journal of Indigenous Studies · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicGlobal Peace and Security Dynamics
Canadian institutionsMcMaster UniversityQueen's University
FundersMcMaster UniversityUniversity of Ottawa
KeywordsPosthumanPosthumanismConvergence (economics)SociologyEnvironmental ethicsAestheticsPhilosophyEconomicsEconomic growth

Abstract

fetched live from OpenAlex

Critical Security Studies (CSS) seeks to shift the referent point of analysis away from the traditional frameworks employed by Traditional Security Studies (TSS), such as the primacy of the nation-state, guided by theories like realism and liberal-institutionalism. Nonetheless, while CSS aims to broaden the analytical lens beyond the state-centric view employed by TSS, it inadvertently falls into its own normative trap by overly centring its analysis on human-centric perspectives. This emphasis on anthropocentrism, while critiquing TSS for its narrow focus on the nation-state as the sole referent point of analysis, presents a paradoxical bias within CSS itself. The critique extends to the observation that CSS's human-centric bias not only narrows its analytical scope but also contributes to broader issues, particularly the exacerbation of the climate emergency. Therefore, this document advocates for the development of a 'posthuman security convergence' by integrating Anishinaabeg and European jurisprudences, as a form of "border thinking, or border epistemology." This framework aims to dismantle security studies’ anthropocentric referent point of analysis by merging the Anishinaabeg knowledge(s) of Chi-Naaknigewin (responsibility to the biosphere), with the existing Westphalian concept of 'responsibility to protect' (R2P) that is central to the dominant, intergovernmental security paradigm. Laying necessary, although not sufficient foundations for a prospective ‘posthuman responsibility to protect’ (PR2P), this document seeks to establish a new foundational basis for security studies that transcends its anthropocentric limitations, offering a topical and critical response to the pressing need for a security paradigm that encompasses environmental and ecological concerns in the face of the climate emergency.

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)0.014
metaresearch head score (Gemma)0.011
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
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 score0.998
Threshold uncertainty score0.075

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0140.011
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.002
Science and technology studies0.0080.063
Scholarly communication0.0160.024
Open science0.0020.015
Research integrity0.0080.010
Insufficient payload (model declined to judge)0.0030.000

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 head0.033
GPT teacher head0.371
Teacher spread0.338 · 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 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

Citations0
Published2025
Admission routes2
Has abstractyes

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