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Record W4408217677 · doi:10.53008/kalbisiana.v11i1.747

Persepsi Perempuan dalam Menginterpretasi Quarter Life Crisis

2025· article· en· W4408217677 on OpenAlex
Kevin Gutomo Putra, Agustrijanto

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueKALBISIANA Jurnal Sains Bisnis dan Teknologi · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicGender and Women's Rights
Canadian institutionsnot available
Fundersnot available
KeywordsQuarter (Canadian coin)Political scienceHistoryArchaeology

Abstract

fetched live from OpenAlex

Quarter life crises tend to attack women compared to men, because women have more demands and roles to do at one time. For example, getting married, raising children, working and having a career, having a good financial condition, and building a social life. One of the efforts usually made by women in overcoming the quarter life crisis is by conducting interpersonal communication with other individuals to simply pour out their hearts or even find solutions. This study focuses on women's perceptions of the quarter life crisis and how they can overcome the quarter life crisis by conducting interpersonal communication. The research method used is descriptive qualitative. The results showed that women's perceptions in overcoming the quarter life crisis phase were by doing all positive ways such as discussing and telling stories to friends or the surrounding environment, introspecting themselves, and reflecting on everything that had happened by thinking about solutions that would be done so that the problem was solved.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.468
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.016
GPT teacher head0.300
Teacher spread0.284 · 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