Expérience de conciliation travail-famille de parents francophones de la région d’Ottawa : étude pilote
Bibliographic record
Abstract
Plusieurs études soutiennent que l’expérience de la conciliation travail-famille (CTF) a un impact majeur sur la santé et la qualité de vie des familles (Winter, et collab., 2006). Les objectifs de cette étude pilote étaient les suivants : 1) documenter l’expérience de la CTF chez un groupe de parents francophones de la région d’Ottawa, 2) élaborer, pré-tester et administrer le questionnaire sur l’expérience de conciliation travail-famille (ECTF), et 3) exécuter les premières étapes de validation de cet instrument. Cet article présente les données recueillies auprès de 46 participantes et participants concernant leurs expériences et leurs stratégies de CTF ainsi que leurs suggestions pour favoriser la CTF.
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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 | 0.005 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.006 | 0.002 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| 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".