FINNISH HIGH SCHOOL STUDENTS AND THE PRIDE EXPERIENCE / SUOMALAISET LUKIOLAISET JA KOKEMUS YLPEYDESTÄ
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
<p>This research examined the emotion pride from a small sample of twenty Finnish high school students. The school students were interviewed to explore their perceptions of pride as an essential emotion for success at school and later life. The interviews revealed personal achievements, having a 'tough skin,' taking responsibility, displaying humility, and being strategic in life as more important than self-pride. The results indicate the teenagers are committed to traditional cultural values of family, achievement, humility, and resilience. This study is important for discussions regarding culture, self-esteem, motivation, ambition, work ethic and emotions. </p><p> </p><p><strong> Article visualizations:</strong></p><p><img src="/-counters-/edu_01/0771/a.php" alt="Hit counter" /></p>
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 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 | 0.001 | 0.001 |
| 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) | 0.001 | 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