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Record W4317396418 · doi:10.14324/111.444.ai.2022.02

Interview with the Institute of Archaeology’s new Director: Professor Kevin MacDonald

2022· article· en· W4317396418 on OpenAlexaboutno aff
Alice Stevenson

Bibliographic record

VenueArchaeology International · 2022
Typearticle
Languageen
FieldEarth and Planetary Sciences
TopicArchaeology and ancient environmental studies
Canadian institutionsnot available
Fundersnot available
KeywordsArchaeologyArt historyHistoryManagementArtEconomics

Abstract

fetched live from OpenAlex

Professor Kevin MacDonald was appointed into the role, beginning in September 2022.Here he summarises his career to date, together with his vision for the future of the Department in both the short and longer terms. What brought you into archaeology?Like most of us, I suppose there were a number of factors that led me into the discipline.My father was from a family of Newfoundland fishermen and merchant sailors.My uncle and great uncles had travelled the world at sea and I grew up listening to them spinning yarns about West Africa, South America and East Asia -so from the start I was eager to travel.Then my Dad was Comptroller [Financial Manager] for the Moody Foundation in Galveston, Texas.This was at the high point of the historic buildings preservation movement and the foundation was very involved in that.Most weekends I was out with him visiting one restoration project or another -nineteenth-century buildings, steam trains, even the tall ship Elissa.That fed into my passion for history.When it came time for university -I was pushing to go to music conservatory -my parents

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)0.005
metaresearch head score (Gemma)0.015
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: Not applicable
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.039
Threshold uncertainty score0.112

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.015
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.002
Science and technology studies0.0070.001
Scholarly communication0.0040.004
Open science0.0010.003
Research integrity0.0040.018
Insufficient payload (model declined to judge)0.0330.008

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 head0.019
GPT teacher head0.221
Teacher spread0.203 · 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

Citations0
Published2022
Admission routes1
Has abstractyes

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