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Conclusion

2019· book-chapter· en· W2959159387 on OpenAlexaboutno aff
Carol Dougherty

Bibliographic record

VenueOxford University Press eBooks · 2019
Typebook-chapter
Languageen
FieldPsychology
TopicNostalgia and Consumer Behavior
Canadian institutionsnot available
Fundersnot available
KeywordsReading (process)LiteratureImprovisationBalance (ability)Reflexive pronounHistoryArtAestheticsVisual artsPhilosophyPsychologyLinguistics

Abstract

fetched live from OpenAlex

The Conclusion returns to the beginning of the book, bringing it full circle. The Introduction focused on the way that Odysseus introduces himself to King Alcinous as an improviser, a man of metis, to raise the possibility that we, too, as critics, might embrace the productive capacity of the unexpected literary encounter. The readings offered in the individual chapters demonstrate the ways in which the rich and complicated dynamic between coming home and keeping house already at work in the Odyssey can be seen to shift and develop in new ways, just as our appreciation of contemporary fiction dealing with these themes has expanded from its unexpected association with Homer’s Odyssey. In particular, nostalgia emerges as offering an apt interpretive framework and mode of critical analysis, striking a balance between engagement with the past and looking to the present or future. If improvisation offers a framework for the unexpected literary encounter, for finding ourselves as readers and critics in a place unknown, reading unexpected texts together, nostalgia provides us with a way to return home to Homer.

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)0.003
metaresearch head score (Gemma)0.009
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: Other · Consensus signal: Other
Teacher disagreement score0.136
Threshold uncertainty score0.000

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0030.002
Scholarly communication0.0070.004
Open science0.0020.003
Research integrity0.0030.003
Insufficient payload (model declined to judge)0.1360.048

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 head0.032
GPT teacher head0.249
Teacher spread0.217 · 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
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".

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Citations0
Published2019
Admission routes1
Has abstractyes

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