MétaCan
Menu
Back to cohort

Canadian civilization: the essence and features of its formation

2022· article· en· W4225151825 on OpenAlexaboutno aff
Andrey N. Komarov

Bibliographic record

VenueRUDN Journal of World History · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsCivilizationHistoriographyPoliticsHistorySociologyPolitical scienceClassicsSocial scienceLawArchaeology

Abstract

fetched live from OpenAlex

The purpose of research is to reveal the key features of the Canadian civilization formed in the Modern history on the North American continent. The significance of this scientific research is that for the first time in Russian historiography, presents the key features of the Canadian civilization, which the author considers a special socio-cultural community. The article emphasizes that the Canadian civilization is distinguished by a number of specific features that differ from the traditional understanding of North American civilization as a whole. To achieve the result in his work, the author uses a comparative historical method and an interdisciplinary approach. When writing the article, the author relies on the achievements of domestic and foreign Canadian studies, as well as a source base illustrating the authors conclusions. In the course of writing the work, the author analyzes the election programs of Canadian political parties, the British North America Act and other important sources. A positive role for the author in the process of writing his article was played by his familiarization with the existing theories of civilizations. The results of the study led to the conclusion that the Canadian civilization is distinguished by the long-term coexistence within its framework of two nations: French-Canadian and Anglo-Canadian, close ties with the political traditions of Great Britain, the USA and France, as well as its northernness. Emphasizes that the Canadian civilization differs from the traditional Anglo-Saxon one precisely by the presence of the Roman factor, i.e. the presence of the French-Canadian question. The latter for a long time determines the origins of the existence of the Canadian civilization and forms its key features at the present stage of development. To achieve the result in his work, the author uses a comparative historical method and an interdisciplinary approach.

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)0.001
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: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.928
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.011
GPT teacher head0.208
Teacher spread0.198 · 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 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
Published2022
Admission routes1
Has abstractyes

Explore more

Same venueRUDN Journal of World HistorySame topicCanadian Identity and HistoryFrench-language works237,207