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Record W2888905379 · doi:10.1080/00438243.2018.1491324

Saruq al-Hadid: a persistent temporary place in late prehistoric Arabia

2018· article· en· W2888905379 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

VenueWorld Archaeology · 2018
Typearticle
Languageen
FieldEarth and Planetary Sciences
TopicArchaeology and ancient environmental studies
Canadian institutionsUniversité du Québec à Rimouski
Fundersnot available
KeywordsPrehistoryHuman settlementArchaeologyPeriod (music)GeographyAncient historyHistoryEthnologyArt

Abstract

fetched live from OpenAlex

In this paper, the authors use the site of Saruq al-Hadid – a ‘persistent temporary place’ located in the mobile dune fields of the north eastern edge of the Rub’ al-Khali desert – as a lens to focus discussion on the variable nature of temporary sites and mobile adaptations within the archaeology of southeastern Arabia, the relationships between temporary sites and permanent settlements, and the evidence for collective events and gatherings from later prehistory into the Islamic period. They discuss evolving arguments regarding sedentary and mobile sites and groups in Arabia from the Neolithic period to the Iron Age, and summarize the material record of human activity at Saruq al-Hadid. This research emphasizes the site’s changing significance as a temporary place and its emergence, in the early Iron Age, as a locus for periodic interaction between multiple community groups.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.313
Threshold uncertainty score1.000

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 studies0.0000.002
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.001

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 head0.013
GPT teacher head0.202
Teacher spread0.189 · 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