The Physical Geography of Eastern Taiwan as a Baseline for Tourism and Earthquake Hazards
Bibliographic record
Abstract
The eastern region of Taiwan is underpinned by a complex tectonic setting that forms the basis for numerous landforms, such as the Coast Range, Longitudinal Valley and Central Range, along with a rocky shoreline punctuated by a series of scenic beaches. In many ways, this tectonic setting resembles that of the west coast of North America. Taiwan’s climate ranges from tropical monsoon (Am) with periodic typhoons to temperate and even subalpine climates based on dramatic changes in altitude caused by the tectonic setting. This situation produces a host of different ecological zones based on vertical zonation. The physical setting, along with recent infrastructure improvements, forms a baseline for tourism. Moreover, comprehending the region’s structural geology is crucial for understanding the region’s risk of severe earthquakes, as exemplified by the recent 7.4 magnitude earthquake on April 2, 2024, near the east coast city of Hualien. Our methodology centers on a review of pertinent literature and field reconnaissance conducted in 2014, 2016, 2019, 2020 and 2024.
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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 | 0.001 |
| 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".