MétaCan
Menu
Back to cohort
Record W4392117180 · doi:10.5771/9781538120347-593

Colonial Governors of Canada, Governors General, and Prime Ministers

2021· book-chapter· en· W4392117180 on OpenAlexaboutno aff
Stephen Azzi, Barry M. Gough

Bibliographic record

VenueRowman & Littlefield Publishers eBooks · 2021
Typebook-chapter
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsPrime (order theory)ColonialismPolitical sciencePrime ministerPublic administrationMathematicsLawCombinatoricsPolitics

Abstract

fetched live from OpenAlex

Canada has become a leader among the modern nations of the world. It has emerged as a modern industrial nation, and as a key player in the resource, commodities, and financial institutions that make up today’s world. This third edition of the Historical Dictionary of Canada contains a chronology, an introduction, and an extensive bibliography. It includes over 700 cross-referenced entries on a wide range of topics, covering the broad sweep of Canadian history from long before European contact until present day. Topics include Indigenous peoples, women, religion, regions, politics, international affairs, arts and culture, the environment, the economy, language, and war. This is an excellent resource for students, researchers, and anyone wanting to know more about Canada. It introduces readers to the successes and failures, the conflicts and accommodations, the events and trends that have shaped Canadian history.

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)0.000
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.062
Threshold uncertainty score0.449

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.004
Science and technology studies0.0120.003
Scholarly communication0.0060.002
Open science0.0010.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0350.005

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 head0.009
GPT teacher head0.192
Teacher spread0.183 · 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 designNot applicable
Domainnot available
GenreOther

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
Published2021
Admission routes1
Has abstractyes

Explore more

Same venueRowman & Littlefield Publishers eBooksSame topicCanadian Identity and HistoryFrench-language works237,207