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
Job satisfaction and performance is a major issue for the government officials in Indonesia, particularly concerning leadership, competency, motivation and organizational culture.This research is applied in the government of Ternate City with 2.688 employees.The sample includes 349 respondents who returned the questionnaire to be analyzed using parametric inferential statistical techniques, analysis causalitas of Structural Equation Modeling (SEM) and Linear Structural Relation (LISREL) software version 8.70.The result of the study found that leadership, competency, motivation and organizational culture have positive and significant impact on job satisfaction; leadership has a negative impact and not significant effect on performance; competency has a positive but not significant impact on performance; motivation, organizational culture and job satisfaction have positive and significant impact on performance; leadership, competence, motivation and organizational culture have positive and significant effect on performance through job satisfaction.
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 | 0.000 | 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) | 0.993 | 0.987 |
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