A Model of Protection of Intangible Cultural Heritage by Commercial Three-Dimensional Animation - Taking “Little Master of Brocade” as an Example
Bibliographic record
Abstract
Though China has carried out protection of intangible cultural heritage by three-dimensional animation, to protect intangible cultural heritage by commercial three-dimensional animation still requires further discussion and promotion. “Little Master of Brocade” (Yun Jing Xiao Dang Jia) is a cartoon gaining a good reputation at home and abroad and it has achieved certain economic benefits and social and cultural benefits in respect of protection of intangible cultural heritage. On the basis the status of protection of intangible cultural heritage by three-dimensional animation, this paper discussed a new model and the future trend of protection of intangible cultural heritage by commercial three-dimensional animation by taking “Little Master of Brocade” (Yun Jing Xiao Dang Jia) as an example.
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How this classification was reachedexpand
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 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".