Missionaries,Shipwreck and Cross-cultural Contact:An Analytic Study of the Event of a Missionary Ship Being Aground off the Coast of Hainan Island in 1583
Bibliographic record
Abstract
In May 1583,a ship carried a groups of Franciscan missionaries sailed from Manila to Vietnam.After staying about one month at the DaNang port,they were forced to return due to failing to be allowed to preach Christianity.On the return journey,the ship ran into hurricane and floated and ran aground off the coast of Changhua,Hainan Island.As soon as missionaries landed on a small beach,they were captured by local soldiers.Then they were escorted from one city to another,after under detention in southern China for about three months,finally they were sent back to Macau in mid-September.Based on personal account from some Franciscan missionaries,this article aims to reconstruct the history of this event.The author also wishes to make further discussion about the relationship between missionary ethnographic descriptions,shipwreck and cross-cultural contact.
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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 | 0.003 | 0.007 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.013 | 0.009 |
| Scholarly communication | 0.005 | 0.005 |
| Open science | 0.002 | 0.006 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.004 | 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 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".