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Record W2433795437 · doi:10.1093/notesj/gjw025

<i>The Return of the Native</i>and<i>The Spectator</i>

2016· article· en· W2433795437 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueNotes and Queries · 2016
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicCinema and Media Studies
Canadian institutionsUniversity of New Brunswick
Fundersnot available
KeywordsnobodyFace (sociological concept)Character (mathematics)The ThingArtHistoryArt historyAestheticsLiteraturePhilosophyLinguisticsComputer scienceMathematics

Abstract

fetched live from OpenAlex

IN the first chapter of The Return of the Native (1878), Thomas Hardy famously establishes the setting as Egdon Heath—a sombre, almost sentient landscape with ‘a lonely face, suggesting tragical possibilities’. 1 ‘Obscure, obsolete, superseded’ (11) Egdon is an ‘untameable, Ishmaelitish thing’ (11–12), decidedly primitive and resisting cultivation in every sense of the word. Yet the chapter title, ‘A Face on which Time makes but little Impression’, borrows from a source synonymous not with the primitive, but the urbane, namely Joseph Addison and Richard Steele’s Spectator (1711–12). In the second number of the Spectator , signed by Steele, Will Honeycomb is introduced as ‘a Gentleman who according to his Years should be in the Decline of his Life, but having ever been very careful of his Person, and always had a very easy Fortune, Time has made but very little Impression, either by Wrinkles on his Forehead, or Traces in his Brain’. 2 As far as I have been able to ascertain, nobody has yet noticed this Spectator echo; indeed, the incongruity may have helped it go unrecognized. Both Will Honeycomb’s character and Steele’s wit seem completely at odds with the obsolete and Ishmaelitish heath. Emphatically an urban creature, Honeycomb ‘has all his Life dressed very well’ and is an authority on fashion, able to tell you ‘whose Vanity to shew her Foot made that Part of the Dress so short in such a Year’: he could scarcely be a worse fit for Egdon.

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.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.725
Threshold uncertainty score0.323

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.013
GPT teacher head0.193
Teacher spread0.180 · 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