Social Capital and Communication Systems of Ettawa Goat Breeders in Purworejo Regency
Why this work is in the frame
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Bibliographic record
Abstract
The purpose of this study is to determine the social capital and communication system of Ettawa goat breeders (Peranakan Ettawa/PE) Kaligesing race in Purworejo. The study used the theory of social capital and communication systems in the perspective of Niklas Luhmann. The method of this study employed ethnography. Social capital of breeders is developed within farmers’ groups (Poktan). The existing social capitals in Poktan include trust, network, and norms. Social capital of trust is seen in the management of membership dues/contribution, poktan board transparency, division of work, and goat farming with nggaduh system. Network appears in the cooperation between Poktan with other Poktan, instructors/educator, traders/markets, universities, villages and districts. Norms are seen in the agreement on the division of dues, waragan group, and the breeders who use goats as debt guarantee and youth Poktan rules that prohibit breeders to sell the goats before lambing.
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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 | 0.000 | 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) | 0.000 | 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