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Record W3125697710 · doi:10.4324/9780429321863-16

Communities of discourse

2021· book-chapter· en· W3125697710 on OpenAlexaboutno aff
Peter Whitridge, James R. Williamson

Bibliographic record

Venuenot available
Typebook-chapter
Languageen
FieldSocial Sciences
TopicArchaeology and Rock Art Studies
Canadian institutionsnot available
Fundersnot available
KeywordsSociologyLinguisticsPolitical sciencePhilosophy

Abstract

fetched live from OpenAlex

Rock art research in Canada is experiencing a revival and ontological questions are increasingly explored, especially across the Canadian Shield (among the Anishinaabeg and Cree) and in southern British Columbia (among the Coast and Interior Salish peoples). Canada holds a special place in ontological inquiries as it is here that Alfred Irving Hallowell worked. Subsequently, he published his influential paper that contributed to the emergence of the ontological turn in Anthropology. Explorations of rock art and relational ontologies challenge our disciplinary categories. This paper traces the history of ontological rock art studies in Canada and concentrates on recent examples from the Canadian Shield and southern British Columbia. The paper will then discuss how relational ontologies challenge our understandings of images , landscapes , and categories , such as rock art.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.007
metaresearch head score (Gemma)0.009
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.147
Threshold uncertainty score0.293

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.009
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0050.008
Science and technology studies0.0230.034
Scholarly communication0.0250.015
Open science0.0030.012
Research integrity0.0040.003
Insufficient payload (model declined to judge)0.0190.002

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 head0.051
GPT teacher head0.337
Teacher spread0.286 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreOther

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
Published2021
Admission routes1
Has abstractyes

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Same topicArchaeology and Rock Art StudiesFrench-language works237,207