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Record W2084850518 · doi:10.2190/na.33.4.c

Canadian Arctic Soapstone Cooking Technology

2012· article· en· W2084850518 on OpenAlexaboutno aff
Liam Frink, Dashiell Glazer, Karen G. Harry

Bibliographic record

VenueNorth American Archaeologist · 2012
Typearticle
Languageen
FieldHealth Professions
TopicIndigenous Studies and Ecology
Canadian institutionsnot available
FundersAmerican Geographical Society
KeywordsArcticThe arcticIndigenousCeramicEnvironmental scienceBoilingArchaeologyGeographyMaterials scienceGeologyEcologyChemistryOceanographyComposite material

Abstract

fetched live from OpenAlex

This article examines the thermal properties of soapstone in comparison to other materials, to help us explore why Arctic cooks might have elected to use this material for their cooking containers. Low energy water boiling experiments, designed to simulate the low energy, oil-based fuel technologies of the Arctic, were undertaken. The results indicate that compared to metal and ceramic containers, soapstone is better able to store heat. We propose that this property makes soapstone especially useful in Arctic environments, where fuel sources are limited and indigenous heating techniques commonly relied on low energy. By understanding how heat is absorbed into metal, ceramic, and stone containers and how it is subsequently released into water we gain important contextual insights into the technological choices made by Arctic people.

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 categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.208
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0040.002
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.002

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 head0.026
GPT teacher head0.344
Teacher spread0.318 · 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 designObservational
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

Citations5
Published2012
Admission routes1
Has abstractyes

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