MétaCan
Menu
Back to cohort
Record W2337082130 · doi:10.1201/b10616

The Shape of Content

2008· book· en· W2337082130 on OpenAlexaboutno aff

Bibliographic record

Venuenot available
Typebook
Languageen
FieldArts and Humanities
TopicPublishing and Scholarly Communication
Canadian institutionsnot available
Fundersnot available
KeywordsContent (measure theory)MathematicsMathematical analysis

Abstract

fetched live from OpenAlex

This volume, misleadingly subtitled ‘Creative Writing in Mathematics and Science’, is an anthology of poems, essays, plays, short stories and biographies, each of which has a mathematical or scientific theme. It arose from a series of workshops at the Banff Centre for the Arts and the Banff International Research Station for Mathematical Innovation and Discovery and so has a preponderance of Canadian authors. Some of them are professional writers and others practising mathematicians and scientists. Because of the extensive variety of content, I will confine my review to those sections of most interest to mathematicians. The literary genre to which mathematicians are most likely to contribute is biography. The geometer Marjorie Senechal’s The Last Second Wrangler (you have to be a mathematician to understand the title) is a fine biography of Eric Neville (1889–1961). He was the last 2nd Wrangler in 1909 because, largely due to the efforts of G.H. Hardy, the ranked listing of successful candidates in the Cambridge Mathematical Tripos was abolished in 1910. In order to be listed, Neville took the exams a year early, only two years after finishing high school. Ironically, Hardy’s main argument against the competitive aspects of the Tripos was that it had no relationship to creative work in mathematics. Yet the first three Wranglers in 1909 were P.J. Daniell (of the Daniell integral), Neville and the number theorist L.J. Mordell! A principled pacifist, Neville spent the war years working in a London hospital. Apart from being a distinguished geometer, he was the first English mathematician to encourage Ramanujan and facilitated his contact with Hardy. Senechal’s essay is a fragment of her forthcoming biography of the eccentric mathematician–chemist Dorothy Wrinch who had a 40-year romantic relationship with Neville. It apparently did not affect their respective marriages. A second example in this genre is The Birth of Celestial Mechanics by Florin Diacu, an applied mathematician at Victoria University, British Columbia. It is a short biography of Newton, with emphasis on his life-long work on the motions

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 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 score0.609
Threshold uncertainty score0.711

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 studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.152
GPT teacher head0.223
Teacher spread0.071 · 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.

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

Citations4
Published2008
Admission routes1
Has abstractyes

Explore more

Same topicPublishing and Scholarly CommunicationFrench-language works237,207