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Record W7153688274

Back Matter

2024· article· W7153688274 on OpenAlexaboutno aff
The Auk

Bibliographic record

VenueDigital Commons - University of South Florida (University of South Florida) · 2024
Typearticle
Language
FieldEnvironmental Science
TopicAvian ecology and behavior
Canadian institutionsnot available
Fundersnot available
KeywordsReading (process)Sound (geography)Sound analysisMotion (physics)Adaptation (eye)
DOInot available

Abstract

fetched live from OpenAlex

In this ii2-page book, Mr. Storer presents an analysis of bird flight and the modification of form for flight.In 172 illustrations, mostly enlargements from his motion pictures, he illustrates most of the points covered by the text."The book is recommended reading for every ornithologist."Harvey I. Fisher in 'THE Aunt' "A thorough analysis of the remarkable adaptation of birds to flight."'CANADIAN NATURE' "... attractive, interesting, and . . .presents sound physical explanations of many of the problems surrounding bird flight.Both the author and [publisher] are to be highly commended for this contribution to avian literature."Robert T. Orr in 'PACIFIC DISCOVERY' "It is a valuable addition to the only too slender library on bird flight and is in several respects the best of them."Charles H. Blake in 'BULL.MASS.AUDUBON SOC."Tout le contenu est de premier ordre."Y. Rocard in 'LA REvuE SCIENTIFIQUE' Price $2.50 postpaid in the United States Walkinshaw's 'SANDHILL CRANES' now ready.

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)0.000
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.061
Threshold uncertainty score0.086

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0020.001
Scholarly communication0.0060.003
Open science0.0010.002
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.9390.933

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 head0.015
GPT teacher head0.183
Teacher spread0.168 · 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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.

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
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueDigital Commons - University of South Florida (University of South Florida)Same topicAvian ecology and behaviorFrench-language works237,207