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Record W6980913485

Dead Mirrors: Nature, Ideology, and the Intellectual Intuition

2024· article· en· W6980913485 on OpenAlexaff

Bibliographic record

VenueThe Journal of Macrodynamic Analysis (Memorial University of Newfoundland) · 2024
Typearticle
Languageen
FieldArts and Humanities
TopicEcocriticism and Environmental Literature
Canadian institutionsYork University
Fundersnot available
KeywordsDeep ecologyEnvironmentalismIntuitionIdeologySystems ecologyPolitical ecologyHuman ecologyNatural (archaeology)Social ecology
DOInot available

Abstract

fetched live from OpenAlex

In his essay “Constructing the Natural: The Darker Side of the Environmental Movement” (1985), cultural ecologist Neil Evernden questioned what he described as the use and abuse of ecology. The growth of a popular or vulgar environmental movement—from which the first signs of a bourgeoning neoliberal environmentalism emerged—was proof enough: the conceptual organon of ecology and its associated natures could be used to serve a wide variety of ends, few of which had anything to do with social and ecological justice. The ecological turn could not be relied upon to provide a principle capable of securing and maintaining the ideological intent of a left-leaning academic holism. Ecology was just as equally a means of rebranding the status quo. Ecology was both the “mask” and “blunt instrument” for certain kinds of societies, a kind of “institutional shaman that [could] be induced to pronounce natural anything we wish to espouse.” Indeed, and in retrospect, Evernden’s critique exposed a tendency within environmentalism, as many of the Deep Ecologists surrounding him started openly expressing misanthropic tendencies that allied them with radicalizing forms of neoconservatism. As it turned out—as the legacy of Deep Ecology should teach us—creating an environmental movement capable of critiquing the failures of the neoliberal project while remaining free of crypto-fascist tendencies was harder than it first seemed. In Evernden’s words, our recourse to ecology and nature “justifies nothing, or anything.”3 All ecology was ideology—all ecology was an ecologism.

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)0.007
metaresearch head score (Gemma)0.007
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.012
Threshold uncertainty score0.041

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.001
Science and technology studies0.0090.082
Scholarly communication0.0120.016
Open science0.0010.005
Research integrity0.0040.007
Insufficient payload (model declined to judge)0.0030.001

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 head0.008
GPT teacher head0.203
Teacher spread0.195 · 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 designTheoretical or conceptual
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
Published2024
Admission routes1
Has abstractyes

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