Constructing an Islamic Institute of Civil Justice That Encourages Women's Rights
Bibliographic record
Abstract
Many Canadians are voicing concerns over the proposed Islamic Institute for Civil Justice ("IICJ") that would allow Muslims to settle certain disputes in Ontario in accordance with their religious Sharia law. 1 Some fear that an approved IICJ invites unjust situations comparable to those experienced by Amina Lawal and Bariya Magazu. 2 In 2002, a Nigerian Sharia court sentenced Amina Lawal to be stoned to death for having a child out of wedlock; in contrast, the man named as the father denied responsibility, and as a result, the court dropped charges against him. 3 In another case, teenager Bariya Magazu asserted that she was raped by three men and became pregnant as a result.Because she had sex outside of marriage, a Sharia court sentenced her to one hundred lashes, even though seven people corroborated her story. 4 The men accused of the rape received no punishment. 51.The Sharia is Islamic law that provides a religious code of living.Susie Steiner,
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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 | 0.000 | 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 | 0.000 |
| Open science | 0.000 | 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 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".