Ethicists conscientiously objecting: an ontological dejustification
Bibliographic record
Abstract
Much has been written about the rights of health-care professionals to conscientiously object. Ironically, there has been no formal discussion as to whether clinical ethicists have the same right. Given that ethicists routinely deal with the same situations and questions that other health-care professionals find morally discomforting, the question as to whether they have the same right is a critical one. We conclude that ethicists should not have the same right to conscientious objection. The role of an ethicist is to competently manage those situations and cases that cause moral discomfort and confusion. By conscientiously objecting, an ethicist would be failing to fulfil their primary function. The same cannot be said as forcefully about other professionals who object. Moreover, ethicists retain the right to conscientious objection to the joining of the discipline in the first place, and also retain the right to exit if they so choose.
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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 | 0.029 | 0.033 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.010 | 0.132 |
| Scholarly communication | 0.012 | 0.021 |
| Open science | 0.003 | 0.012 |
| Research integrity | 0.011 | 0.017 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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".