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Record W3003936868 · doi:10.1215/00141801-7888707

Destruction and Disjuncture: Ironies of Apology, Exhibition, and Ethnography along British Columbia’s Dammed Peace River

2020· article· en· W3003936868 on OpenAlexaboutno aff
Anna J. Willow

Bibliographic record

VenueEthnohistory · 2020
Typearticle
Languageen
FieldPsychology
TopicMemory, Trauma, and Commemoration
Canadian institutionsnot available
Fundersnot available
KeywordsIronyCeremonyExhibitionEthnographyReflexivitySociologyValue (mathematics)Power (physics)HistoryOpening ceremonyArchaeologyAnthropologyArtLiterature

Abstract

fetched live from OpenAlex

Abstract In June 2016, BC Hydro (British Columbia’s provincially-owned electric utility) opened a new exhibit at the W. A. C. Bennett Dam Visitor Centre. The Our Story, Our Voice gallery brought the hardships endured by the region’s First Nations citizens as a result of the fifty-year-old dam to light. A carefully crafted apology from BC Hydro’s Deputy CEO figured prominently in the gallery’s opening ceremony. But with a controversial new dam threatening the province’s last stretch of free-flowing Peace River, both the exhibit and the apology were deeply ironic. This article draws on my complex and contradictory experience at the exhibit’s opening ceremony to ground an exploration of irony’s analytical value: I examine the irony inherent in apologizing for past transgressions while perpetuating very similar new ones, investigate the exhibit itself as a paradoxical presentation, and acknowledge that my presence in British Columbia was possible because of a foundation established by a man—Axel Wenner-Gren—who was both an early proponent of damming the Peace River and an ethnographic enthusiast. Embracing reflexive attention to momentary, power-laden, and occasionally uncomfortable encounters with people, places, and evidence, I demonstrate how contemplating irony can serve as a compelling way to convert experience into understanding.

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)0.011
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 score0.446
Threshold uncertainty score0.896

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.011
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0030.003
Science and technology studies0.0280.025
Scholarly communication0.0110.004
Open science0.0030.008
Research integrity0.0030.006
Insufficient payload (model declined to judge)0.0050.000

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 head0.029
GPT teacher head0.266
Teacher spread0.237 · 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

Citations1
Published2020
Admission routes1
Has abstractyes

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