‘Doing things as a family had never been this complicated’: women’s experiences with facilitating and engaging in family leisure during the vaccine mandate period
Bibliographic record
Abstract
The COVID-19 pandemic intensified the care demands placed on women related to work and family roles. Vaccine mandates introduced a unique restriction in accessing some family leisure spaces (e.g. restaurants and movie theatres). The study sought to capture the experiences of women with and without children while facilitating and participating in family leisure during the vaccine mandate period. Phenomenology guided the study. Semi-structured interviews utilizing a photo elicitation technique were conducted with 13 women in New Brunswick, Canada. The findings revealed that facilitating family leisure was complicated by the women’s need and desire to accommodate unvaccinated family members, their vigilance in assessing the risk and monitoring the safety of vulnerable family members, and the need to manage emotions and behaviours when vigilance waned. Findings suggest that during times of uncertainty or when family safety is at risk, the adjustments to family leisure that are needed in response can influence women’s mental load.
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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 | 0.004 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.012 | 0.009 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.003 | 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".