The Narrative of Criminal Behaviour in Indonesian Literature by Female Author: Psychosocial Criminology Perspective
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
Criminology studies, currently, are the most discussed subject from interdisciplinary perspectives. Hence, in this research, Indonesian literature written by the female author is studied using a psychosocial criminology perspective. One of the female authors in Indonesia who brings up criminology in her literary work is Dewi Lestari. She is an Indonesian novelist. The research problems are 1) How criminology depicted in Indonesian literature written by the female author is, and 2) Types of criminology depicted in Indonesian literature written by a female author. The method used in this research is qualitative interpretative. The collecting data technique in the literature study. The result shows that criminology in Indonesian literature is depicted explicitly. Whereas, types of criminology in Indonesian literature written by the female author are corruption, sex crimes, and transnational crimes related to endangered animal trade.
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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 | 0.001 | 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 | 0.003 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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