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Record W4394974852 · doi:10.25071/2561-5467.1137

Jingle Davis, Island Passages: An Illustrated History of Jekyll Island by Jim Gallen

2024· article· en· W4394974852 on OpenAlexvenueno aff
Jim Gallen

Bibliographic record

VenueThe Northern Mariner / Le marin du nord · 2024
Typearticle
Languageen
FieldArts and Humanities
TopicHistory of Science and Medicine
Canadian institutionsnot available
Fundersnot available
KeywordsHistory

Abstract

fetched live from OpenAlex

The Northern Mariner / Le marin du nord emerged after his experience.Rather, his is an excellent firsthand account, one sailor's recollection of events that were written several years after they occurred.As with any memory, verification is always a safe bet.Students wanting to use this in an academic context may find Cunninghams work both useful and frustrating.Though thoroughly indexed, he does not provide a bibliography.In fact, given the author's position and perspective on events, his work is often cited as a reference for the Royal Navy's role the Mediterranean.In it, he mentions the names of specific people, places, and events, leaving readers to pursue aspects of his autobiography in greater detail as they wish.More recent scholarship may contradict or correct the information Cunningham provides, but this is his story as he lived it.A Sailors Odyssey: The Autobiography of Admiral Andrew Cunningham presents the Second World War at sea and in the Mediterranean through the eyes of a uniquely well-placed individual.It combines a broad overview of the conflict with Cunningham's personal insights into the events discussed, making it an essential contribution to the study of the Royal Navy in Second World War.

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)0.001
metaresearch head score (Gemma)0.001
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: Review · Consensus signal: none
Teacher disagreement score0.057
Threshold uncertainty score0.114

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0130.004
Scholarly communication0.0060.003
Open science0.0010.004
Research integrity0.0030.006
Insufficient payload (model declined to judge)0.0210.003

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 head0.025
GPT teacher head0.208
Teacher spread0.183 · 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
GenreReview

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 abstractno

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