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Record W6987745117

A Tribute to Robert R. Reid: Pioneer Canadian Designer and Typographer

2022· article· en· W6987745117 on OpenAlexaboutno aff

Bibliographic record

VenueeScholarship@McGill (McGill) · 2022
Typearticle
Languageen
FieldArts and Humanities
TopicGraphic Design and Typography
Canadian institutionsnot available
Fundersnot available
KeywordsTributeWork (physics)Exposition (narrative)
DOInot available

Abstract

fetched live from OpenAlex

"The last shipment of material the McGill University Library received from Robert R. Reid was prepared during the rather bleak period of the COVID-19 pandemic in 2020. With our various buildings, cataloguing and mail services practically closed, and most staff working from home, it was a challenging prospect. Despite several delays and tedious procedures, Reid kept his resolve to forge ahead. A first shipment was destined for the cataloguing services, located down the street, containing most notably his designs for two series of books produced in New York in the 1970s and 1980s: Country Inns of America (19 issues) and Bed & Breakfast Guides (18 issues).[...]"@eng

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)0.006
metaresearch head score (Gemma)0.030
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 score0.188
Threshold uncertainty score0.378

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.030
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0050.006
Science and technology studies0.0200.008
Scholarly communication0.0080.005
Open science0.0030.003
Research integrity0.0050.009
Insufficient payload (model declined to judge)0.1060.048

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 head0.020
GPT teacher head0.190
Teacher spread0.170 · 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 abstractno

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