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Record W7113308675

Beneficial Use: The Political Economy of Surface Mined Land Reclamation in North America

2023· article· en· W7113308675 on OpenAlexaboutno aff

Bibliographic record

VenueDigital Access to Scholarship at Harvard (DASH) (Harvard University) · 2023
Typearticle
Languageen
FieldEnvironmental Science
TopicAmerican Environmental and Regional History
Canadian institutionsnot available
Fundersnot available
KeywordsLand reclamationPoliticsWork (physics)LegislatureNatural resourceState (computer science)Natural (archaeology)Land useSurface mining
DOInot available

Abstract

fetched live from OpenAlex

This dissertation investigates how energy extraction since the 1970s enabled the birth of market-based policies for environmental protection. Through an investigation of surface mined land reclamation programs in Canada and the United States, I draw a connection between coal and oil extraction and larger shifts in environmental-economic thought. Scholars in critical geography have increasingly critiqued the capitalist motivations behind market-based environmental protection measures, however they have not addressed in detail the processes through which these measures emerged. My work contends that post-extractive land reclamation programs created a new political understanding of nature fundamental to the implementation of market-based environmental policy practiced today. This dissertation uses mined land reclamation programs in North America as a historical practice through which to explore long term changes in the capitalist construction of nature over the latter half of the twentieth-century. As the only form of regulation for surface mining today, land reclamation is the act of restoring and rehabilitating environments destroyed by mining to a state equal to or better than their pre-mined state of productivity. These programs transformed the political conception of nature from an assemblage of natural resources to one consisting of “natural capital,” in which qualities like aesthetics, ecosystems, and biodiversity imbue the environment with value. This process rendered landscapes amenable to new forms of market-based policies and regulatory instruments. My research necessarily emphasizes interdisciplinary connections, requiring investigations of economic theory, ecological techniques, and landscape design. I analyze the methods employed by reclamation professionals as political instruments used to enact legislative changes, develop new land uses, and undermine unionized labor practices. While this work is important to histories of environmental policy, my investigation also reveals how spatial and material histories are essential to understanding the politics of the environment.

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 categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.386
Threshold uncertainty score0.996

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.002
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.004

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 head0.022
GPT teacher head0.214
Teacher spread0.192 · 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 designObservational
Domainnot available
GenreEmpirical

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
Published2023
Admission routes1
Has abstractyes

Explore more

Same venueDigital Access to Scholarship at Harvard (DASH) (Harvard University)Same topicAmerican Environmental and Regional HistoryFrench-language works237,207