Factors Contributing to Quarter Life Crisis on Early Adulthood: A Systematic Literature Review
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.
Bibliographic record
Abstract
In this review, the causes of the Quarter Life Crisis, a prevalent phenomenon in emerging adulthood, was evaluated. The Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) methodology was used for this research's systematic review. We browsed a variety of academic studies that had been published in English language, published in PubMed, Elsevier, Taylor & Francis, and Semantic Scholars that examine quarter life crisis. The literature search generated a total of 3100 publications. After removing duplicates and screening titles, abstracts, and full-text evaluation, there were 14 articles were included in the final analysis. The results were validated and examined. There were internal and external factors impacting quarter life crisis. The most powerful internal influences were commitment to purpose, spirituality, and anxiety. Meanwhile, social support, age, and gender were the most important external influences.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.002 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it