Desperately Seeking Daddy: A Critique of Pratten v British Columbia (Attorney General)
Bibliographic record
Abstract
Abstract Current Canadian law, by silence rather than explicit choice, does not prevent anonymous sperm donation. Anonymous sperm donation, however, may soon disappear. In the recent Pratten decision, the Supreme Court of British Columbia determined that anonymity violates the constitutional rights of children born of Assisted Reproductive Technologies (ARTs). While finding that children should have access to genetic knowledge, the court failed to consider the impact of the elimination of anonymity on other parties to ARTs, both sperm donors and ART families. The case was appealed by the Attorney General of British Columbia and heard by the British Columbia Court of Appeal in February 2012 and was overturned. While agreeing with the decision of the Court of Appeal, this article argues that the court failed to provide a fulsome analysis of issues related to privacy, genetic knowledge, alternative family formation, and the false assertion that sperm donation makes a man a father.
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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 | 0.009 | 0.022 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.038 | 0.029 |
| Scholarly communication | 0.014 | 0.003 |
| Open science | 0.006 | 0.005 |
| Research integrity | 0.023 | 0.030 |
| Insufficient payload (model declined to judge) | 0.005 | 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".