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Record W7132879790

Enactive Democracy

2015· dissertation· W7132879790 on OpenAlexaffabout
Toby Rollo

Bibliographic record

VenueTSpace · 2015
Typedissertation
Language
FieldSocial Sciences
TopicIndigenous Peoples' Rights and Law
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsIndigenousReciprocity (cultural anthropology)PoliticsSovereigntyDilemmaDemocracyJurisdictionScrutiny
DOInot available

Abstract

fetched live from OpenAlex

This dissertation describes the consequences of identifying democratic ideals of reasoning and reciprocity with political dialogue across difference. In contemporary pluralistic societies, many marginalized groups are faced with a choice between incurring the risks of participating and exposing vulnerable cultural practices to scrutiny within dominant institutions or the risks of withdrawing from participation. I argue that Indigenous peoples experience this `deliberative ultimatum' most forcefully as they seek to protect land-based forms of life through litigation and political negotiation. The dilemma arises because prevailing conceptions of reciprocity only extend to individuals, mutual reason-giving, or, in some models, to practices of mutual care that serve as the pre-conditions of mutual reason-giving. To illustrate, I show how within Canadian political and legal institutions, Indigenous modes of reason-giving suffer from systemic forms of denigration and dismissal. Moreover, some forms of Indigenous practical understandings either cannot be articulated or are culturally prohibited from being communicated. Hence, Indigenous peoples often formulate `proxy claims' aimed at strategic protection of Indigenous forms of life. Proxy claims aimed at gaining jurisdiction or title over land suffer form additional distortions, however, as officials who are authorized to preside over a jurisdiction vis-à-vis the territorial sovereignty of the state must reconfigure claims to fall under their purview. The ensuing regulations can be more harmful than when practices were enacted without regulated sanction. As a corrective, this dissertation takes initial steps in developing a theoretical and institutional model that preserves the democratic ideals of reasoning and reciprocity without imposing dialogue on vulnerable communities or incurring risks related to the deliberative ultimatum such as the strategic formulation of proxy claims. What I call `enactive democracy' takes practices and forms of life themselves as objects of reciprocity and attends not to speech but to the reasoning that inheres in embodied practices when norms of conduct are establish, contested and modified non-discursively. From here we can see that institutions of cultural autonomy captured in such arrangements as `treaty federalism' or `subsidiarity' can be justified on democratic grounds as a pre-condition of effective reasoning both within and between different cultural forms of life. I conclude with a discussion the application of enactive theory to the emerging fields of deliberative systems and comparative political theory.

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)0.010
metaresearch head score (Gemma)0.013
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 score0.034
Threshold uncertainty score0.113

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0100.013
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0060.014
Scholarly communication0.0110.010
Open science0.0020.012
Research integrity0.0040.005
Insufficient payload (model declined to judge)0.0340.006

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 head0.030
GPT teacher head0.405
Teacher spread0.375 · 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
Published2015
Admission routes2
Has abstractyes

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