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Record W2034836249 · doi:10.3138/chr.95.4.hp01

The Text that Nature Renders?

2014· article· en· W2034836249 on OpenAlexvenueaboutno aff
Alan MacEachern

Bibliographic record

VenueCanadian Historical Review · 2014
Typearticle
Languageen
FieldEnvironmental Science
TopicAmerican Environmental and Regional History
Canadian institutionsnot available
Fundersnot available
KeywordsEnvironmental historyPoliticsHistoryEnvironmental ethicsEnvironmentalismCircumpolar starField (mathematics)SociologyPolitical scienceLawEconomic history

Abstract

fetched live from OpenAlex

Abstract: This Historical Perspectives surveys the state and prospect of the Canadian environmental history field, which studies the relations between people and nature through time. Four international scholars with deep knowledge of the Canadian literature and four homegrown practitioners discuss what has been distinct, best, and lacking in the work coming out of Canada so far this century. How have environmental historians engaged with broader literatures and how are they placed within them? What connections have been made – and missed? What contributions do the specific Canadian environmental and historical examples offer the broader field? And what does environmental history offer the broader Canadian history? The forum begins with three pairings that explore Canadian environmental history in relation to literatures with which it could expect to have an impact: Sverker Sörlin and Liza Piper consider Canada and the Circumpolar North, J.F.M. Clark and Graeme Wynn discuss Canada and the British Empire, and Nancy Langston and Sean Kheraj examine Canada and the United States. The Forum concludes with stand-alone perspectives by Stephen J. Pyne and Tina Loo on the place of, and for, Canadian environmental history in the world. As to be expected, the contributors vary widely in their diagnoses and prognoses: from claiming, for example, the evolution of a distinctive environmental politics in Canada to emphasizing sameness in Canadian and American treatment of the natural world. But, collectively, the essays suggest a vibrant field that implicitly critiques, and even rejects, many of the central tendencies of Canadian historical writing of the past generation. Sverker Sörlin, The Historiography of the Enigmatic North, http://dx.doi.org/10.3138/chr.95.4.hp02 Liza Piper, Coming In from the Cold, http://dx.doi.org/10.3138/chr.95.4.hp03 J.F.M. Clark, From the Other Side of the Ocean: Environment and Empire, http://dx.doi.org/10.3138/chr.95.4.hp04 Graeme Wynn, Empires of Nature and the Nature of Empires, http://dx.doi.org/10.3138/chr.95.4.hp05 Nancy Langston, Thinking like a Microbe: Borders and Environmental History, http://dx.doi.org/10.3138/chr.95.4.hp06 Sean Kheraj, Borders, Intersections, and Ideas of Nature, http://dx.doi.org/10.3138/chr.95.4.hp07 Stephen J. Pyne, Imagining Canada: Reflections in the Flames, http://dx.doi.org/10.3138/chr.95.4.hp08 Tina Loo, Missed Connections: Why Canadian Environmental History Could Use More of the World, and Vice Versa, http://dx.doi.org/10.3138/chr.95.4.hp09

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.415
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.002

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 head0.010
GPT teacher head0.195
Teacher spread0.184 · 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; both teacher heads agree on what is shown here.

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

Citations2
Published2014
Admission routes2
Has abstractyes

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