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ЖЕНСКОЕ ПРЕДСТАВИТЕЛЬСТВО В ЛОКАЛЬНОЙ ПОЛИТИКЕ: ЖЕНЩИНЫ-МЭРЫ В СОВРЕМЕННОЙ КАНАДЕ

2025· article· ru· W4413163253 on OpenAlex
Сергей Алексеевич Снигирев

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueВестник Удмуртского университета Социология Политология Международные отношения · 2025
Typearticle
Languageru
FieldSocial Sciences
TopicGender Politics and Representation
Canadian institutionsnot available
Fundersnot available
KeywordsEnvironmental science

Abstract

fetched live from OpenAlex

В статье предпринята попытка проанализировать примеры женского представительства в локальной политике Канады и его роль в современной политике страны. Автор уделяет внимание социально-демографическим характеристикам женщин-мэров крупных канадских городов в последние пять лет, а также на роль гендерного равенства в политической сфере страны. Автор использует для анализа социальных портретов женщин-мэров прессу, официальные отчеты, данные с сайтов мэрий городов. Автор приходит к выводу, что за более чем сто лет присутствия женщин в политической сфере Канады, их количество на сегодняшний день во многом увеличилось на глобальном уровне. Последние десять лет особенно видна тенденция к привлечению женщин к локальной политике в Канаде. Автор обнаруживает образ женщины-мэра как политика-профессионала с долгой политической карьерой, успешной карьерой, высоким уровнем образования, предшествующим попаданию в политику, а также общественно одобряемую семейную модель, имеющую за плечами поддержку политической партии (за исключением одной женщины-мэра). Можно зафиксировать, что случаи женщин-мэров городов являются нормой в Канаде, что создает благоприятный фон для гендерного равенства в локальной политике страны. The article attempts to analyze examples of women's representation in Canadian local politics and its role in the country's contemporary political landscape. The author focuses on the socio-demographic characteristics of women mayors in major Canadian cities over the past five years, as well as on the role of gender equality in the country's political sphere. To construct social profiles of women mayors, the author draws on press coverage, official reports, and data from municipal websites. The study concludes that over more than a hundred years of women's presence in Canadian politics, their numbers have significantly increased at the global level. The past decade, in particular, has seen a noticeable trend toward greater involvement of women in local politics in Canada. The author identifies a common profile of a woman mayor as a professional politician with a long political career, a successful professional background, a high level of education prior to entering politics, and a socially approved family model, backed in most cases by the support of a political party (with only one exception among the women mayors studied). It can be observed that the presence of women as mayors has become the norm in Canada, creating a favorable environment for gender equality in the country's local politics.

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.

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)0.005
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Open science, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow), Science and technology studies, Research integrity, Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.665
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.003
Meta-epidemiology (narrow)0.0040.004
Meta-epidemiology (broad)0.0040.003
Bibliometrics0.0030.009
Science and technology studies0.0060.004
Scholarly communication0.0030.002
Open science0.0060.003
Research integrity0.0040.004
Insufficient payload (model declined to judge)0.0070.007

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 head0.035
GPT teacher head0.377
Teacher spread0.342 · 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