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Record W4409132321 · doi:10.24124/c677/20241855

Consensus Confusion: The 2019 Northwest Territories Election

2023· article· en· W4409132321 on OpenAlexaffvenueabout
Christopher Yurris

Bibliographic record

VenueCanadian Political Science Review · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsMcGill University
Fundersnot available
KeywordsConfusionPolitical sciencePolitical economySociologyPsychologyPsychoanalysis

Abstract

fetched live from OpenAlex

AbstractThe 2019 Northwest Territories General Election, held on October 1, represented a decisive juncture in territorial politics, reaffirming recently developed trends and potentially introducing new ones. The election provided a window of opportunity for significant change in the face of territorial politics, with a handful of long-term cabinet ministers opting to retire following the 18th Assembly. The election reaffirmed the trend of declining incumbency first seen in the 2015 election, with several incumbents losing their re-election bids, often in landslide defeats. The 2019 election also saw a breakthrough in the representation of women in the Legislative Assembly.. Lastly, in 2019 the territory became the first province or territory in Canada to introduce online voting in general elections. RésuméL'Élection Générale Territoriale qui s'est tenue le 1er octobre 2019 dans les Territoires du Nord-Ouest a constitué un tournant décisif dans la politique territoriale en confirmant, d’une part, les tendances récemment enregistrées et, d’une autre part, en introduisant potentiellement de nouvelles donnes. Cette élection a changé d’une façon très significative le paysage de la politique territoriale puisqu’une poignée de ministres bien installés depuis fort longtemps avaient choisi de prendre leur retraite après la 18ème Assemblée. En effet, cette élection a confirmé la tendance à la baisse du nombre de députés réélus pour un nouveau mandat que l’on a observée une première fois lors de l'élection de 2015 lorsque plusieurs députés sortants ont perdu leurs sièges, le plus souvent en se faisant battre à plate couture. L'élection de 2019 a également vu une percée dans la représentativité des femmes au sein de l'Assemblée législative. Pour terminer, il convient de souligner que le territoire est devenu en 2019 la première province ou territoire du Canada à introduire le vote en ligne aux élections générales.

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)0.002
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.860
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.003
Science and technology studies0.0040.005
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.001

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 head0.021
GPT teacher head0.299
Teacher spread0.278 · 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 designNot applicable
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
Published2023
Admission routes3
Has abstractyes

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