MétaCan
Menu
Back to cohort
Record W4327585205 · doi:10.14430/arctic77177

An Interview with Documentary Filmmaker Anne Troake: Reflecting on Anti-sealing Activism and its Impact on Rural Coastal Peoples in Canada

2023· article· en· W4327585205 on OpenAlexvenueaboutno aff
Danita C. Burke

Bibliographic record

VenueARCTIC · 2023
Typearticle
Languageen
FieldHealth Professions
TopicIndigenous Studies and Ecology
Canadian institutionsnot available
Fundersnot available
KeywordsFilm directorDocumentary filmAnimal rightsHistoryPolitical scienceEnvironmental ethicsArt historyMedia studiesSociologyLawPhilosophyMovie theater

Abstract

fetched live from OpenAlex

he anti-sealing cause pioneered in the late 1960s, and ongoing to this day, is arguably the environmental and animal rights cause that defines the 20th century environmentalist movement (Allen, 1979;Dauvergne and Neville, 2011;Phelps Bondaroff and Burke, 2014).Decades of carefully crafted media and image events, cultivated repertories of photos and films clips, and masterfully orchestrated and placed interviews and opinion pieces by activists all merged into a crescendo of vilification directed at rural sealers, their families, and community members to the point of a dehumanization in much of the national and international press and discourse in urban society in mainland Canada, the United States, and Western Europe (Dauvergne and Neville, 2011).The peoples and cultures caught in the crossfire between activists and their self-anointed moral cause of ending seal hunting are largely ignored, devalued, and shunned by antisealing activists and their supporters (Burke, 2020(Burke, , 2021)).Enter Anne Troake.Troake is a Newfoundlander born in the rural northeast coast community of Twillingate.With generations of her family and fellow community members who are part of Newfoundland and Labrador's seasonal fisheries, Troake has used her talents as a filmmaker and artist to help represent those silenced and harmed by activists.Drawing upon her experiences as a Newfoundlander with direct connections to sealing, Troake is now one of the most articulate and well-recognized voices in the counter-activist movement on the sealing issue.This interview provides readers with a glimpse into Troake's point of view on what led to the substantial and ongoing experiences of cultural and economic harm stemming from the conduct and messaging of anti-sealing activists.Troake's insights also suggest that the activists may have inadvertently helped to preserve and entrench the visceral identity and cultural connection between the peoples of Newfoundland and Labrador and sealing practices and heritage by inflicting a shared, collective experience of violence and a need for survival for local peoples on a previously unknown scale.

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)0.004
metaresearch head score (Gemma)0.018
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: none
Teacher disagreement score0.090
Threshold uncertainty score0.452

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.018
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.004
Science and technology studies0.0740.016
Scholarly communication0.0100.005
Open science0.0030.006
Research integrity0.0130.036
Insufficient payload (model declined to judge)0.0080.001

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 head0.058
GPT teacher head0.422
Teacher spread0.363 · 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

Citations2
Published2023
Admission routes2
Has abstractyes

Explore more

Same venueARCTICSame topicIndigenous Studies and EcologyFrench-language works237,207