臺勢教會 The Taiwanese Making of the Canada Presbyterian Mission [PDF, E-Book]
Bibliographic record
Abstract
"臺勢教會 The Taiwanese Making of the Canada Presbyterian Mission" explores the Canadian Presbyterian Mission to Northern Taiwan, 1872-1915. The Canada Presbyterian Mission has often been portrayed as one of the nineteenth- century’s most successful missions, and its founder, George Leslie Mackay, has been called the most successful Protestant Missionary of all time. Mark Dodge challenges the heroic narrative by exploring the motives and actions of the Taiwanese actors who supported and established the mission. Religious leaders, teachers, doctors, and businessmen from Northern Taiwan collaborated to build a strong and vital mission, whose phenomenal success brought fame and status to Mackay and their cause. In turn, this status provided a protective space in which these Taiwanese patrons were able to exert significant economic and political autonomy in spite of pressures from competing colonial interests. This book will be of particular interest to students and historians of nineteenth-century East Asia as well as scholars of comparative colonialism, with a focus on missionary history and cultural colonialism.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.045 | 0.005 |
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".