Antara Validitas dan Inspirasionalitas: Wacana Historis Diaspora Minang di Bali
Bibliographic record
Abstract
This article describes the historical discourse of Minang diaspora in Bali particularly the discourse that inspired them come to Bali, the history of their arrival, the relationship between Pemecutan Palace in Denpasar and Minang people, and the levels of validity of facts and sources. Data were taken from existing documents, interviews with Minang community leaders in Bali, and meetings held by the Minang community in Bali. The Discourse-Historical Approach (DHA) was used to analyze the data. Several interpretations can be stated. The cultural, survival, and ideological discourses inspired the Minang people come to Bali. These discourses have a collective memory status. A number of discourses with the level of cold facts, individual memories, and inferences are the first arrival of Minang people to Bali and the relationship between Pemecutan Palace and Minang people.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.006 | 0.004 |
| Scholarly communication | 0.005 | 0.003 |
| Open science | 0.000 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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".