RECOGNITION OF KAMPUNG TEMATIK ELO PUKEK, PURUS, PADANG THROUGHOUT THE SOCIAL MEDIA \n(Case Study at Kampung Tematik Elo Pukek, Purus, Padang)
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
Kampung Tematik Elo Pukek, an area located at the seashore of Padang in West Sumatra, Indonesia, was inaugurated on the 21st of August 2022 by the Minister of Maritime Affairs and Fisheries of the Republic of Indonesia, Sakti Wahyu Trenggono. Kampung Tematik Elo Pukek is known as a fishing area and its unique and traditional way of fishing, the maelo pukek. Promotion of this area in Purus is still lacking even though it received its recognition and also lack of update on their social media made for Kampung Tematik Elo Pukek, Purus. This study aims to find out the ideas on how to promote Kampung Tematik Elo Pukek through social media and what the benefits are. Furthermore, also what the community lacks in support and the needs to develop. Therefore, the methods used to collect the data are through interviews, observation and documentations. As a result, the benefits on receiving more recognition are the positive effects that it can bring on the economic, social and cultural aspects of Kampung Tematik Elo Pukek, which contributes to the overall development and well-being of the community. \n \nKeywords: community empowerment, local participation, Elo Pukek, recognition’s benefit
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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