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Record W7056971962

Governance states and national political identities: angels, devils and belligerents

2011· article· en· W7056971962 on OpenAlexaboutno aff

Bibliographic record

VenueNOVA (University of Newcastle Australia) · 2011
Typearticle
Languageen
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsnot available
Fundersnot available
KeywordsPoliticsContext (archaeology)Corporate governancePower (physics)AccommodationPosition (finance)LegitimacyOdds
DOInot available

Abstract

fetched live from OpenAlex

Nation-states that are characterised by their capacity and willingness to take up "right and just causes" in the international arena (such as engaging in peacekeeping, promoting human rights, avoiding deliberate acts of conflict), are often characterised as "angel-states". Australia, Canada and New Zealand have each adopted this appellation as a mantel of political identity, especially in a context of medium powers jockeying for position within an international arena of great power politics. Yet paradoxically some locally defined "right and just causes" place these states at odds with international opinion and hence lead them to become (temporary) "devil" states. For example, Canada's accommodation to Inuit seal harvesting places it at odds with international animal rights activists. Or Australia's regional role of peacekeeping often leaves it appearing more as a bully than a protector. While the appearance as angel or devil may well be in the eye of the beholder, and more importantly a consequence of local political decisions and histories, we would suggest that there is a deeper comparative story to be told. In fact, claiming an "angel" identity is often a form of the "devil in disguise" political behaviour. In this paper we argue that Australia, Canada and New Zealand adopt a form of politics built on a rejection of commonly held "angel" understandings of political behaviour. We use the concept of the ''governance state" to consider aspects of the political behaviours of these three states. Australia, Canada and New Zealand need to be understood as governance states in which they adopt a form of politics built on a rejection of commonly held angel understandings of political behaviour. In a number of instances political parties have positioned themselves as devils opposed to the angels of the political system, not just to get elected but also to address key social and political issues once in government. This has implications for how each understands its national political identities and how each should be understood as a player on the world stage.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.595
Threshold uncertainty score0.996

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0500.000

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 head0.149
GPT teacher head0.310
Teacher spread0.160 · 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 teacher head, not a consensus.

Study designObservational
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
Published2011
Admission routes1
Has abstractyes

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