Bibliographic record
Abstract
Abstract Bountiful, British Columbia is Canada’s only openly polygamous community. Public discussions about Bountiful suggest that the only form of marriage practised there is polygamous, and that this is usually harmful to women and children. This article suggests that this monolithic representation of marriage in Bountiful misses the conjugal pluralism that exists in this community. Part I sets out the typical portrayal of marriage in Bountiful offered by Canadian public and political discussions. Part II contrasts this portrayal with five stories about marriage in Bountiful that the author observed or was told about while conducting field research. These stories indicate that conjugal heterogeneity is both existent and accepted in Bountiful. They also suggest that, in becoming and being a wife in Bountiful, women can experience varying degrees of choice and agency. All of this is relevant to exploring how a fuller recognition of the conjugal diversity and choices that may exist in a place like Bountiful might affect formal juridical approaches to polygamy.
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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 | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.045 | 0.015 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.004 | 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 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".