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Record W6999904217

Dynamic Archaeological Approaches Concerning a Progressive Arctic and Global Realm

2022· article· en· W6999904217 on OpenAlexaboutno aff

Bibliographic record

VenueThe Mathematics Enthusiast · 2022
Typearticle
Languageen
FieldEarth and Planetary Sciences
TopicArchaeology and ancient environmental studies
Canadian institutionsnot available
Fundersnot available
KeywordsSubsistence agricultureArcticIndigenousHuman settlementRealmExcellenceThe arctic
DOInot available

Abstract

fetched live from OpenAlex

Diversity and excellence are synergized together in a collaborative explorative discussion panel into contemporary and forward-thinking archaeological methodologies and approaches to at risk arctic communities. Graduate students from the University of Montana have joined to share current research endeavors into the arctic climate and its results on communities and archaeological records, while producing revolutionary processes to aid archaeological understandings and processes globally. Presentations vary from statistical analysis and spatial organizations, establishing changes in wealth and cooperation of house pit 54 in Bridge River, BC; to an introduction of a universal theoretical research model to assist archaeologist globally in the study and understandings of landscapes of abandonment. Indigenous lifeways and methods for increased advocacy and awareness are drawn upon, while highlighting the strengths of the diverse future of archaeological findings from the University of Montana’s Department of Anthropology graduate scholars under Dr. Anna Prentiss. Megan Denis, MA, PhD Student - University of Montana (she/her): "Uncovering Cooperation in Housepit 54, Bridge River, British Columbia" Riza McClurkin - University of Montana Graduate Student (they/them/theirs): "Modern Impacts on Traditional Subsistence Hunting in the Canadian Arctic" Andrea Shiverdecker, MA, PhD Student - University of Montana (she/her): "A Synergy of Abandonment: Archaeological Understandings of Abandoned Norse Arctic Settlements and North American Mining Ghost Towns" Alysha Edwards - University of Montana Graduate Student (she/her): "TBD"

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 categoriesInsufficient 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 score0.298
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 studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.034
GPT teacher head0.225
Teacher spread0.191 · 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

Citations0
Published2022
Admission routes1
Has abstractyes

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