Natural and Unnatural: An Application of Taoist Thought to Bioethics
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
In a society where filial piety is regarded as a social norm, should a son consent to withdrawing treatments to his terminally ill father or should he request that his father’s life be maintained as long as possible? Leaving a father unattended is regarded as unfilial in a Confucian society, let alone untreated while being ill. Although Taoism also teaches filial piety, it asserts artificially as unnatural. In other words in Taoist view, uselessly prolonging a life through life-sustaining devices or futilely treating an incurable terminal patient is against the will of Heaven. This paper is not an argument in favor of euthanasia but a discussion of what is natural and un-natural in terms of life and death phenomenon from Taoist perspective. Artificial life relying on external means is not harmonious with nature. Thus keeping a person in PVS stage alive should be ethically flaw. In this sense, don’t all attempts to cure illness un-natural? This author will say that if treatments can restore health, then it is not un-natural. But if medical procedures fail to revert the deterorating health of a terminally ill patient and treatments prove to be futile, foregoing treatments can be regarded as flowing with Heaven and thus is ethically justifiable.
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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 | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.004 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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