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Record W2912831388 · doi:10.3138/9781487517533

Working Lives: Essays in Canadian Working-Class History

2018· book· en· W2912831388 on OpenAlexaboutno aff
Craig Heron

Bibliographic record

VenueProject Muse (Johns Hopkins University) · 2018
Typebook
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsWorking classClass (philosophy)HistoryPsychologyComputer sciencePolitical scienceArtificial intelligenceLaw

Abstract

fetched live from OpenAlex

Craig Heron is one of Canada's leading labour historians. Drawing together fifteen of Heron's new and previously published essays on working-class life in Canada, Working Lives covers a wide range of issues, including politics, culture, gender, wage-earning, and union organization. A timely contribution to the evolving field of labour studies in Canada, this cohesive collection of essays analyzes the daily experiences of people working across Canada over more than two hundred years. Honest in its depictions of the historical complexities of daily life, Working Lives raises issues in the writing of Canadian working-class history, especially "working-class realism" and how it is eventually inscribed into Canada's public history. Thoughtfully reflecting on the ways in which workers interact with the past, Heron discusses the important role historians and museums play in remembering the adversity and milestones experienced by Canada's working class

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 categoriesMeta-epidemiology (narrow), Bibliometrics, Insufficient payload (model declined to judge)
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 score0.391
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0860.004
Science and technology studies0.0010.002
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.026
GPT teacher head0.209
Teacher spread0.182 · 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
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

Citations1
Published2018
Admission routes1
Has abstractyes

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