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Record W4200603250 · doi:10.22584/nr52.2021.006

Review of Mining Country: A People’s History of Canada’s Mines and Miners (by John Sandlos & Arn Keeling)

2021· article· en· W4200603250 on OpenAlexaffvenueabout
Jedidiah Anderson

Bibliographic record

VenueThe Northern Review · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsGeography

Abstract

fetched live from OpenAlex

John Sandlos and Arn Keeling's image-soaked work on mining and miners inCanada is presented as a people's history. is matters because the authors work to weave voices and histories into their book that have often been excluded from the written account of who the miners of Canada are.Indigenous Peoples are rooted in the text from the beginning to the end, both as innovators and practitioners of mining as well as victims of its problematic role in Canadian colonialism.Sandlos and Keeling show that the history of mining is not just a story of technological triumphalism, while also demonstrating its essential and undeniable role in the function of our modern material lives.Sandlos and Keeling quote Lewis Mumford at the beginning of their book, providing a critical subtext to a work that cannot delve too deeply into the implications of the history it depicts due to the enormous geographical and historical scope of the topic.is book is essentially an introductory text or primer that is useful to high school and undergraduate students, researchers, and non-academic readers alike.However, by evoking Northrop Frye and Lewis Mumford, the authors also signal that their book is rooted in a broader theoretical understanding of mining history, connecting their work to academic debate and axiological discourse.Mumford notably devoted a critically important section of his book Technics and Civilization to the role of mining in the development of "the machine" and the deleterious dehumanizing impacts of the mining industry on human civilization.He argued that the development of the early-modern mine formed a "concrete model of the conceptual world." 1

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)0.002
metaresearch head score (Gemma)0.006
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: Review · Consensus signal: Review
Teacher disagreement score0.085
Threshold uncertainty score0.254

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.006
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0100.027
Science and technology studies0.0030.003
Scholarly communication0.0040.002
Open science0.0010.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0050.001

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 head0.016
GPT teacher head0.235
Teacher spread0.219 · 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
GenreReview

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 routes3
Has abstractyes

Explore more

Same venueThe Northern ReviewSame topicCanadian Identity and HistoryFrench-language works237,207