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Record W7154428963

Book Reviews

2025· article· W7154428963 on OpenAlexaboutno aff
Elaine Cook

Bibliographic record

VenueDigital Commons - University of South Florida (University of South Florida) · 2025
Typearticle
Language
FieldArts and Humanities
TopicHistory of Science and Natural History
Canadian institutionsnot available
Fundersnot available
KeywordsHyperboleDozenReputationPaintingSubject (documents)ExcellenceQuarter (Canadian coin)
DOInot available

Abstract

fetched live from OpenAlex

Louis Agassiz Fuertes was an American painter of birds, active in the first quarter of this century, whose reputation has proven quite durable.His name still draws instant recognition today, more than fifty years after his death.Fuertes was not the first bird painter, nor the best ever; but he was one of the first to make a comfortable living at it (and thus devote sufficient time to developing his skill), and certainly the most talented of his era.As such, he had a strong influence on many young ornitho logists and artists who later became influential themselves, thus keeping his reputation alive.Perhaps ironically, his name has survived better than his artwork, which is rarely seen today.Some recent writers have persisted in claiming that Fuertes was the greatest bird painter who ever lived.This is a disservice to the man's memory, for such hyperbole invites, even demands, contradiction: surely in this expanding field there are half a dozen artists working today who can match Fuertes's best.Better to remember him as one who, in his own era, raised the discipline to a new level, setting a new standard of excellence for subsequent generations.That is enough; there is no need to subject him to petty comparisons against those who followed.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesScience and technology studies, Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.480
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0010.001
Science and technology studies0.0030.007
Scholarly communication0.0000.003
Open science0.0030.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0040.001

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 head0.023
GPT teacher head0.188
Teacher spread0.165 · 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; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
GenreEmpirical

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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Same venueDigital Commons - University of South Florida (University of South Florida)Same topicHistory of Science and Natural HistoryFrench-language works237,207