“When It's Just Me at Home, It Hits Me That<i>I'm Completely Alone</i>”: An Online Survey of Adolescents in Self-Care
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
The present study examined adolescents' experiences of loneliness and solitude in their responses to an online survey on self-care. Both quantitative (n = 272) and qualitative (n = 150) responses were coded for these feelings when home alone. Results indicate that adolescents experience the duality of aloneness, including both positive solitude and negative loneliness. Adolescents' responses range from embraced solitude and self-care to feelings of loneliness and rejection of time by themselves. Adolescents reporting loneliness were significantly less likely to enjoy being home alone during the day and at night (p < or = .001). Also, gender, age, and emotions such as fear, boredom, and separation anxiety are associated with loneliness among adolescents in self-care. Interventions to increase connectedness and combat loneliness during out-of-school hours are recommended.
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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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
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