The Evolution of Song-Jiang Battle Array and the Relationship between Song-Jiang Battle Array and the Rural Society of Southern Taiwan
Bibliographic record
Abstract
This paper attends to find out the relationship among religious belief, society and Song-Jiang Battle Array in southern Taiwan, by using the qualitative methods which include literature analyses and the fieldwork investigations. In the process of research, the origin and development of Song-Jiang Battle Array are emerging step by step, which demonstrates that development and evolvement of Song-Jiang Battle Array are most related to contemporaneous social formations. They influenced the relationship between government and people and also affected the relationship between religious belief and Song-Jiang Battle Array. In the end, people’s devotions toward religion are the main force of uniting people in rural society of southern Taiwan and have played an essential role in helping maintain their heritage. All of that is not established in one night. It has been evolving for hundreds of years.Keywords: Song-Jiang Battle Array, Southern Taiwan, Religious belief, Government, Folk art array
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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 | 0.000 | 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 | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| 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 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".