Local Product Marketing Strategy (Home Industry) in ASEAN Economic Community (AEC) Era
Bibliographic record
Abstract
The ASEAN free market era (ASEAN Economic Community) encourages countries that are members of ASEAN organizations to compete globally, including Indonesia. This research is a qualitative research with focus group discussion method (FGD). The subject of this research is home industries that joined in Self Help Group (SHGs) group of 19 groups. These SHGs are chosen because they have high entrepreneurship power. Entrepreneurship is needed as a fundamental force of SHG in order to create a sustainable and growing business. The result of focus group discussion is the formation of the same perception and goals in making the home industry business is survive and sustainable through several strategies. Some of the strategies adopted based on FGD results are marketing strategy through exhibition both national and international. This strategy is expected to introduce local products from home industry in the eyes of the world to face MEA competition. This will increase local wisdom value in the era of ASEAN Economic Community (AEC).
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.005 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".