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Record W4416495572 · doi:10.1021/bk-2025-1516.ch010

My Mother’s Duet or: How a Fall from a Tree Changed All Perspective and Made Me Realize the Connectivity of a Life’s Work

2025· book-chapter· en· W4416495572 on OpenAlexaboutno aff
Linda Verkaaik

Bibliographic record

VenueACS symposium series · 2025
Typebook-chapter
Languageen
FieldArts and Humanities
TopicArt, Technology, and Culture
Canadian institutionsnot available
Fundersnot available
KeywordsMedalPerspective (graphical)Work (physics)Process (computing)Tree (set theory)Culmination

Abstract

fetched live from OpenAlex

I am a woman, a daughter, and an artist. The art medal that I brought to FIDEM 2018 was entitled “My Mother’s Duet”, and was all about my mother and, unavoidably so, about me and my life’s work. [At the 2018 FIDEM Canada I was awarded the Jason S. Pollack Memorial Award for Innovative Techniques in Medallic Art.] It incorporates all my themes, present and past, and it is a culmination of the many materials I’ve explored and used so far. The process of making this art medal proved to be a true giant slalom descent, or an ever-increasing snowball. How one thing leads to another. I would like to share the process of making My Mother’s Duet with you and touch on thematic aspects of my work in general.

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 categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.827
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.027
GPT teacher head0.216
Teacher spread0.190 · 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 designTheoretical or conceptual
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
Published2025
Admission routes1
Has abstractyes

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