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Record W7042385498

Pemilihan Jenis Batuan Oleh Masyarakat Prasejarah Di Kawasan Impak Meteorit Bukit Bunuh, Lenggong, Perak Dan Sumbangannya Kepada Teknologi Paleolitik

2013· dissertation· en· W7042385498 on OpenAlexaboutno aff

Bibliographic record

VenueUniversiti Sains Malaysia Institutional Repository (Universiti Sains Malaysia) · 2013
Typedissertation
Languageen
FieldDecision Sciences
TopicScientific Computing and Data Management
Canadian institutionsnot available
Fundersnot available
KeywordsMeteoritePetrographyTable (database)Achondrite
DOInot available

Abstract

fetched live from OpenAlex

Bukit Bunuh is one of the Palaeolithic sites in meteorite impact area, located in
\n Lenggong Valley which is 10 kilometers away from the city of Lenggong in the Hulu
\n Perak district. This study was conducted to determine the raw materials and technology
\n used by Palaeolithic societies in Bukit Bunuh thereby to testify the impact of meteorite
\n in the area. Impact of a meteorite on Bukit Bunuh has been proved based on the world
\n meteorite impact criteria listed in the table of The Planetary and Space Science Centre
\n (PASSC), University of Brunswick, Canada. The table list of the six criteria such (i)
\n macrostructure shatter cone, (ii) impact microstructure -PDF, (iii) coesite and stishovite
\n minerals, (iv) impact crater, (v)impact melt, and (vi) suevite and including two more
\n evidences such as specific gravity and existed of remnant meteorite (metals). Proof of a
\n meteorite impact in Bukit Bunuh was based on the comparative studies, mapping, field
\n analysis and scientific studies in the laboratory such as petrographic studies, XRF, XRD,
\n SEM, stereomicroscope and specific gravity. Comparison of raw materials was carried
\n on Southeast Asian Palaeolithic sited as well as their relationships with meteorite impact
\n sites of the world.

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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Open science, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.370
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0020.002
Meta-epidemiology (broad)0.0020.002
Bibliometrics0.0050.004
Science and technology studies0.0050.002
Scholarly communication0.0020.004
Open science0.0060.002
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0010.001

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 head0.033
GPT teacher head0.280
Teacher spread0.247 · 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; both teacher heads agree on what is shown here.

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
Published2013
Admission routes1
Has abstractyes

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