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Record W4229924599 · doi:10.3138/9781487515010-001

Preface and Acknowledgments

2017· book-chapter· en· W4229924599 on OpenAlexfundaboutno aff

Bibliographic record

VenueUniversity of Toronto Press eBooks · 2017
Typebook-chapter
Languageen
FieldSocial Sciences
TopicPolitical Systems and Governance
Canadian institutionsnot available
FundersSocial Sciences and Humanities Research Council of CanadaUniversity of TorontoYork UniversityUniversité Laval
KeywordsHistory

Abstract

fetched live from OpenAlex

This two-volume collection has been assembled in recognition of the country's sesquicentennial, bringing together previously published scholarship on the people, ideas, and events associated with the passage of the British North America Act, 1867.This interdisciplinary project aims to capture the complexities of Confederation scholarship and highlights the evolution of its interpretation over time.The historical discourses underpinning Confederation studies reflect a series of complex and contested narratives that are foundational to our day-to-day politics.The goal of this collection is to set out these debates by providing not only "classic" studies of Confederation, but also scholarly work that challenges our conventional understandings and approaches to the topic.We seek both to understand the past and to gain insights into the challenges we face today and those we need to consider for tomorrow.Anniversaries, both personal and national, are very often fraught; the celebration associated with these moments is frequently alloyed by critical reflection, by alternative accounts that subject the conventional narrative to radical scrutiny.The alternative account that has called into question the Confederation celebrations of 2017 is the Indigenous story.For Indigenous peoples, the very idea that the "founding" of Canada in 1867 is the privileged political and constitutional moment in the lives of the peoples that live on the top of the North American continent is offensive.What about the treaties, signed by Indigenous peoples and the Crown, before and after Confederation, that sought to establish the relationship between Europeans and Indigenous peoples?What about the sorry record of treaty violation that followed thereafter?Indeed, what about the destruction of centuries-old Indigenous political and community development that was the result of European contact?For

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)0.003
metaresearch head score (Gemma)0.019
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 score0.239
Threshold uncertainty score0.799

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.019
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0050.003
Science and technology studies0.0050.001
Scholarly communication0.0060.004
Open science0.0020.004
Research integrity0.0010.004
Insufficient payload (model declined to judge)0.2390.157

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 head0.034
GPT teacher head0.256
Teacher spread0.222 · 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
Published2017
Admission routes2
Has abstractyes

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