Effects of Hot Spring Tourism on Human Health
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Hot spring tourism is a tourism product based on experiencing the culture of hot spring baths. Unlike conventional tourism products, it offers multiple aspects such as cultural experience and physical and mental relaxation. It has attracted increasing attention as it meets the high demand of tourists for physical and mental well-being due to the stressful and competitive lifestyle in the modern society. The fundamental value of spring tourism lies in its influence on aspects such as health care and disease treatment. To provide a comprehensive understanding of the health values of hot spring tourism, this paper has reviewed the effects of hot spring on human health from the perspectives of heat and trace its elements and functions such as bathing. This paper aims to deepen the understanding of the relationship between hot spring tourism and human health, thereby providing a theoretical reference for the future development of hot spring tourism.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 |
| 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 it