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Record W2051693908 · doi:10.1177/1532708609359510

On the Possibility of Spectral Ethnography

2010· article· en· W2051693908 on OpenAlexaff
Justin Armstrong

Bibliographic record

VenueCulture Studies &#x2194 Critical Methodologies · 2010
Typearticle
Languageen
FieldSocial Sciences
TopicMigration, Ethnicity, and Economy
Canadian institutionsMcMaster University
Fundersnot available
KeywordsEthnographyMateriality (auditing)NarrativeAnthropologySociologyContext (archaeology)Abandonment (legal)Space (punctuation)AestheticsHistoryArtArchaeologyLiteraturePhilosophyLinguisticsPolitical science

Abstract

fetched live from OpenAlex

This article reflects on the possibility of engaging in a kind of ethnography of absence, an anthropology of people, and places and things that have been removed, deleted, and abandoned to the flows of time and space. Here, the author suggests a mode of ethnographic inquiry that performs an archaeology of the emptied present and of the vacant spaces of culture. Using recent ethnographic fieldwork in the North American High Plains as the basis of his analysis, the author seeks to reimagine his own ethnographic practices in the context of these hollowed-out and spectrally resonant spaces of culture. What significance can be drawn from the multiple layers of time and materiality that have accumulated in these places and what type of haunted narratives can emerge from the discarded remnants of human occupation? How can ethnography excavate the lives-once-lived from the space of abandonment?

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)0.064
metaresearch head score (Gemma)0.058
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: Methods · Consensus signal: Methods
Teacher disagreement score0.064
Threshold uncertainty score0.339

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0640.058
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0050.003
Science and technology studies0.0120.087
Scholarly communication0.0170.029
Open science0.0020.014
Research integrity0.0030.004
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 head0.212
GPT teacher head0.475
Teacher spread0.263 · 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
GenreMethods

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

Citations41
Published2010
Admission routes1
Has abstractyes

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Same venueCulture Studies &#x2194 Critical MethodologiesSame topicMigration, Ethnicity, and EconomyFrench-language works237,207