HUBUNGAN MOTIVASI KERJA DENGAN PERILAKU NELAYAN PADA USAHA PERIKANAN TANGKAP
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
Community of fishermen is one of social segments who considered as having daily life worse than other social segments, such as farmers, factory labourers, etc. Certain efforts can be done to improve the level of life of the fishermen, i.e to increase their production of fish. The way which can be done is by improving the unit of productive assets so that it can increase motivation of the fishermen for better behavior. Recently fishermen are not able to go out from their miserable socio economic situation, mainly due to (a) bargaining position weakness, (b) lacking of capital, (c) low level of knowledge and skill, (d) lacking of supervision, (e) no guarantee of promising market. Based on those evidence it is worth to study the relationship between fishermen motivation and their behavior to increase production of fish.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| 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