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Record W2972263649 · doi:10.1177/1463499619833208

Ordinary realism: A difficulty for anthropology

2019· article· en· W2972263649 on OpenAlexfundno aff
Marco Motta

Bibliographic record

VenueAnthropological Theory · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicAnthropological Studies and Insights
Canadian institutionsnot available
FundersUniversity of TorontoUniversity of Manchester
KeywordsRealismEpistemologySociologyField (mathematics)Applied anthropologyFace (sociological concept)AnthropologyPhilosophySocial science

Abstract

fetched live from OpenAlex

In this article, I address the editors’ (Sidnell and Lambek) arguments about the immanence of the ethical, in contrast to different questions concerning ‘ordinary ethics’ recently raised in anthropology. I will do so by asking what an ‘ordinary realism’ might entail for anthropology, and the way it could possibly help us to appreciate the difficulties inherent in our work of approaching the issues at stake in the reality we face, whether during fieldwork or back home. I will proceed and develop this questioning with the help of some contemporary philosophers who have sustained and enriched the debates on ethics in anthropology. I will illustrate the difficulty of ordinary realism for anthropology with an example taken from a particular moment during my field in Zanzibar where dreams and witchcraft entered the scene.

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)0.030
metaresearch head score (Gemma)0.034
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 score0.030
Threshold uncertainty score0.157

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0300.034
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.001
Science and technology studies0.0100.083
Scholarly communication0.0090.017
Open science0.0030.010
Research integrity0.0060.012
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 head0.039
GPT teacher head0.372
Teacher spread0.333 · 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

Citations8
Published2019
Admission routes1
Has abstractyes

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