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Record W3089059738 · doi:10.1080/13629387.2020.1824785

How the past is produced: the vernacular past of a Moroccan Berber people

2020· article· en· W3089059738 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueThe Journal of North African Studies · 2020
Typearticle
Languageen
FieldArts and Humanities
TopicLanguage, Linguistics, Cultural Analysis
Canadian institutionsUniversity of Calgary
FundersSocial Science Research Council
KeywordsVernacularHistorySubject matterGeographyLiteratureArtSociology

Abstract

fetched live from OpenAlex

In this paper we seek to set out in broad terms the main contours of the vernacular past of the Idaw Tanan of the western High Atlas Mountains of Morocco. By vernacular past we mean the oral, broadly shared, understanding of the past as it is viewed within particular societies, in contrast to written, researched, accounts of past events produced by historians or contained in official histories. Among the Idaw Tanan, the vernacular past constitutes a body of information which is largely co-created and sustained by the old men of local communities. It falls into four more or less discrete domains based on two cross-cutting dimensions: first, relative time-depth (shallow versus deep), and second, whether the subject matter relates to secular or sacred matters. The four domains are analysed in terms of the manner in which they are produced, their contents, texture, language-style, and the way in which the personæ and events depicted within them are situated in time. Two particular events in the ‘official’ history of Morocco – an 1883 royal expedition along the south Atlantic coast led by Mulāy Ḥasan I, and the 1912 mass march from Tiznit to Marrakesh led by the insurgent Aḥmad al-Hiba – are also discussed insofar as they are refracted in the Idaw Tanan vernacular past. Finally, there is a brief discussion of how contradictions between the Idaw Tanan vernacular past and other ‘pasts’ are managed when they become evident.

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.199
Threshold uncertainty score0.496

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.050
GPT teacher head0.236
Teacher spread0.185 · 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