How Do Anti-abortion and Abortion Rights Groups Deploy Ideas About Islamic in Their Activism Regarding Abortion
Bibliographic record
Abstract
Abortion is a hotly debated topic among Muslim communities, yet not many people outside of Muslim communities noticed this controversy, assuming that all Muslims hold similar opinions. In this paper I seek to answer the question: How do anti-abortion and abortion rights groups deploy ideas about Islam in their activism regarding abortion? I analysed the language those organizations use when describing Muslim communities and Muslim views, in order to learn their opinion. I found that a majority of those organizations did not include arguments from both sides, and almost all the Anti-Abortion Websites included generalizations of the Muslim community, and uses the Islamic Religion’s conservative factors as their method to persuade more Muslim people to join their stance on abortion. My research can serve as a contribution to research on broader questions such as: Why do a significant amount of people worldwide have very monolithic and stereotypical impressions on the Islamic religion? How influential is religion to a country's justice system and social morals? Those are all relevant question that matters significantly to our world, I hope that my research can have an impact and perhaps inspire further research into these questions.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 | 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 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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".