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Record W4200344412 · doi:10.31219/osf.io/msxg2

Pengembangan Pemukiman Situs Lakudo Kabupaten Buton (Berdasarkan Analisis Polasebaran Temuan Arkeologis)

2021· preprint· en· W4200344412 on OpenAlexaff
Rustam Awat

Bibliographic record

Venuenot available
Typepreprint
Languageen
FieldArts and Humanities
TopicAncient Egypt and Archaeology
Canadian institutionsWiLAN (Canada)
Fundersnot available
KeywordsFortress (chess)PotterySettlement (finance)ArchaeologyResidenceGeographyAncient historyHistoryDemographySociology

Abstract

fetched live from OpenAlex

This article aim to description of finding be archaeological the in Lakudo site, and know its (the development experiencing some dwelling phases, starts from beginning of settlement beginning, development so is leaved and factors surrounding it election of situs as place of residence.Article object in the form of artifact found on Lakudo site which spread over either in fortress (mausoleum, foundation of mosque, cannon, umpak stone) and also outside fortress (ceramics, pottery, kitchen garbage, koncu molepe, mausoleum, road (street structure) with development review of settlement of Lakudo site century XI-middle century XX.Seen from variance of finding which spread over at surface of soil, land, ground hence Lakudo site is settlement site started with residence outside fortress, the next development of activity of residence is done in fortress happened to the last a period of dwelling. Form of its (the settlement using permanent pattern and disseminates from south to north.

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 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 categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.766
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0010.000
Open science0.0010.002
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0290.000

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 head0.047
GPT teacher head0.245
Teacher spread0.198 · 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 teacher head, not a consensus.

Study designNot applicable
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

Citations0
Published2021
Admission routes1
Has abstractyes

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