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Record W7122749101 · doi:10.9744/katakita.13.3.401-407

To Capture A Ring: A Novel Exploring the Effects of Quarter Life Crisis of a Young Adult on Her Relationship

2025· article· W7122749101 on OpenAlexaboutno aff
A. I. Wijaya

Bibliographic record

VenueK ta Kita · 2025
Typearticle
Language
FieldPsychology
TopicIdentity, Memory, and Therapy
Canadian institutionsnot available
Fundersnot available
KeywordsFeelingQuarter (Canadian coin)Coping (psychology)RomanceYoung adultSuicide prevention

Abstract

fetched live from OpenAlex

This thesis explores the quarter life crisis (QLC), a common struggle for people in their mid-20s to early 30s who feel stuck and uninspired. Using quarter life crisis theory, it will examine the symptoms, causes, and coping mechanisms to this issue. The research will take the form of a contemporary romance novel, focusing on the main character, Faye. The story follows Faye, who found herself caught between pursuing her dreams and advancing her career, while her mother constantly pressured her to settle down, especially after receiving a wedding invitation from her younger cousin, Maudy. This event intensifies Faye’s internal conflict, making her question her life choices between following her dreams or settling down. Through the story, it can be seen that Faye’s quarter life crisis symptoms are uncertainty feelings, depression and relation concerns. The causes from her QLC are the fear of stepping into a new phase of life, a feeling of disappointment, as well as the potential for more changes ahead. Faye’s coping mechanisms through her QLC are acknowledging the existence of QLC and seeking help.

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)0.002
metaresearch head score (Gemma)0.004
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: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.011
Threshold uncertainty score0.014

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.000
Science and technology studies0.0110.007
Scholarly communication0.0040.004
Open science0.0010.005
Research integrity0.0030.007
Insufficient payload (model declined to judge)0.0030.001

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 head0.035
GPT teacher head0.307
Teacher spread0.272 · 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".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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