Origin and Promotion of Artificial Field Rearing Technology of Tussah
Bibliographic record
Abstract
The artificial field rearing technology of Tussah silkworm is the first creation of China's sericulture, and thus opened the industrialization process of modern silk industry in the world. Because the literature on the origin and dissemination of the artificial field rearing of tussah is more in ancient Chinese books, the international overall research on the technology of the artificial field rearing of tussah academic papers is very rare. By referring to many ancient documents and translating them, this paper points out that the origin of artificial field rearing technology of tussah silkworm is in the late Ming and early Qing dynasty (from the beginning of the 15th century to the middle of the 15th century), and the only place of its origin is the mountainous area in the southwest of Shandong province, from which it spread to Henan, Sichuan, Anhui, Guizhou, Japan, Russia and European countries.
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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 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| 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".