PsychoEducation “Quarter Life Crisis : Handling Of The IMM Legal Supremacy Activist
Classification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".
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 beginning of adulthood is a phase where a person is searching for their identity, which is often accompanied by challenges, emotional stress, periods of social loneliness, as well as changes in values and adaptation of lifestyle. This condition is called the Quarter Life Crisis (QLC). The Quarter Life Crisis is the anxiety that arises due to the uncertainty about the future. If the QLC is not handled effectively, the emotional crisis has the potential to last for a long time. The purpose of the research was to determine the effect of psychoeducation and Self-Compassion Writing training. The method was carried out by providing psychoeducation in the form of presentations and lectures. The research design used pre-test and post-test. The research was conducted on 15 participants (IMM Supremasi Hukum cadres). The results of the pre-test showed that the participants had a fairly large difference in total score compared to the post-test, where the pre-test Mean result was 21.33 while the post-test Mean result was 78. As for the results of the Self-Compassion Writing training, the Mean value was 88.
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 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 | 0.000 |
| 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 | 0.000 | 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