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Record W1763525403

Beyond the Culture of Nature: Introduction

2013· article· en· W1763525403 on OpenAlexaboutno aff
Matthew Evenden

Bibliographic record

VenueProject Muse (Johns Hopkins University) · 2013
Typearticle
Languageen
FieldEnvironmental Science
TopicAmerican Environmental and Regional History
Canadian institutionsnot available
Fundersnot available
KeywordsSociologyPoliticsAscriptionEpistemologyCulture theoryEnvironmental ethicsSocial scienceAnthropologyPolitical scienceLaw
DOInot available

Abstract

fetched live from OpenAlex

5 Is it time to move beyond the culture of nature? This question lay at the centre of a conference held at the University of British Columbia in 2012, and both question and conference animate this theme issue. For decades, the phrase “culture of nature” has been deployed in Canadian and environmental studies to examine the cultural mediation of the rest of nature or tropes of nature and nation. Just what constitutes a culture or nature, or various proxy terms with their own complex histories like wilderness or environment, is neither agreed upon nor fixed. For some, the culture of nature is fundamentally a problem of cultural analysis to be approached through studies of representation and discourse. For others, the very phrase “the culture of nature” risks reproducing a false dichotomy constructed from a binary ontology. In a perceptive and sweeping consideration of the subject, Bruce Braun (2004) reviews diverse efforts to overcome nature/culture dichotomies in recent social and cultural theory, from the integrative practices of political ecology to the non-modern ontologies inspired by Bruno Latour’s actor-network theory. A host of neologisms have entered the fray, such as socionatures, assemblages, and hybrids, each of which raises its own possibilities and problems for thinking differently about causality, nature, and human action. In a sympathetic critique of these diverse efforts, Juanita Sundberg (2014) notes the dominance of Anglo-European terms and references in posthumanist theory and the absence of serious engagement with non-Western ontologies. What all of this means for the investigation of the culture of nature in Canada and how we might best address common concerns in Canadian and environmental studies is open for debate. Cultural analyses of nature in Canada long predate use of the phrase “culture of nature.” Some of the earliest contributions to Canadian scholarship identified the centrality of natural resources to national development and analyzed how staple products were wrested from beaver, trees, cod, and wheat (e.g., Innis 1930). The Laurentian interpretation of Canadian history cast the St. Lawrence River as a critical entry point to the continent and described it as an almost animate actor in a narrative of national origins (Creighton 1937). Canadians were fundamentally possessed, Northrop Frye argued in The Bush Garden, of a “garrison mentality” at siege from a hostile environment (1971, 225). While such touchstones remind us of the long-held and enduring connections between nature and culture in Canada, our point of departure is more recent and seeks not to deploy nature as an explanation of or justification for nation.

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)0.003
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 score0.029
Threshold uncertainty score0.074

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.002
Science and technology studies0.0060.018
Scholarly communication0.0110.010
Open science0.0020.004
Research integrity0.0050.009
Insufficient payload (model declined to judge)0.0130.002

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 head0.004
GPT teacher head0.172
Teacher spread0.167 · 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

Citations1
Published2013
Admission routes1
Has abstractyes

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