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Record W2984923647 · doi:10.3389/fcomm.2019.00061

Enemies at the Gateway: Regional Populist Discourse and the Fight Against Oil Pipelines on Canada's West Coast

2019· article· en· W2984923647 on OpenAlexaffabout
Robert Neubauer, Shane Gunster

Bibliographic record

VenueFrontiers in Communication · 2019
Typearticle
Languageen
FieldEngineering
TopicMining and Resource Management
Canadian institutionsSimon Fraser University
Fundersnot available
KeywordsFraming (construction)PopulismCollective actionGateway (web page)Political scienceSocial movementSustainabilitySociologyPolitical economyGeographyLawPoliticsEcology

Abstract

fetched live from OpenAlex

This paper explores discursive strategies of opponents of the Northern Gateway pipeline and tanker project – a proposal to link Alberta oil sands producers to international markets via Canada’s West Coast. It explores how regional concerns about Northern Gateway helped galvanize a movement led by regional First Nations, environmentalists, and settler communities, all of whom opposed Gateway as a means to protect regional ecosystems – and the local communities dependent on them – from “extra-regional” Gateway-backing elites. By articulating arguments against Northern Gateway with salient collective action frames concerning ecological sustainability, regional identity, Indigenous sovereignty, social justice, and democratic agency, this anti-Gateway ‘discourse coalition’ helped contribute to the project’s ultimate collapse in 2016. In this paper, we critically engage with Ernesto Laclau’s theorization of populism to analyse this movement as a form of “regional ecological populism”, explaining how a shift in spatial framing from the national to the regional enabled a particular variant of populist discourse to emerge. Furthermore, we relate Laclau’s framework to Hajer’s concept of discursive “storylines” and Gamson’s analysis of “collective action frames” to pivot away from Laclau’s focus on the ontological construction of unified popular subjects to a more grounded analysis of how coalitions articulate populist storylines designed to mobilize diverse movement constituents. In doing so, we draw on a frame analysis of communications materials produced by several prominent First Nations and environmental organizations publicly mobilizing against Northern Gateway between 2010 and 2015, tracing how these groups came to articulate a common regional ecological populist storyline. Finally, we end with some thoughts about the possibilities and challenges for scaling up regional ecological populism in Canada.

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)0.005
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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.085
Threshold uncertainty score0.615

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.006
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.003
Science and technology studies0.0470.047
Scholarly communication0.0150.005
Open science0.0020.008
Research integrity0.0050.006
Insufficient payload (model declined to judge)0.0030.000

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 head0.007
GPT teacher head0.196
Teacher spread0.189 · 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 designQualitative
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

Citations17
Published2019
Admission routes2
Has abstractyes

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