J.P. Lavoie. Familles et soutien aux parents âgés dépendants. Montréal, QC: L'Harmattan, 2000.
Bibliographic record
Abstract
ABSTRACT In this book, the author studies the family organization supporting a dependent parent from the perspective of the family caregivers themselves. The majority of studies have examined functional needs. This study, however, posits that caregivers are more concerned with health and protection needs and ensuring the dependent's identity than with concentrating on functional needs. The author believes that in order to fulfill these needs, families have developed protective, monitoring techniques, as well as personal and social relationship supports and aids in basic care. Families have also developed accountability rules that help them attribute tasks to each family member. Caring for a dependent parent allows individuals to contribute, at varying degrees, to a family-group responsibility. This responsibility entails costs as well as benefits; these are outlined in the book. This study develops an innovative approach to caregivers and contributes to the study dedicated to the analysis of caregiver family dynamics.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.064 | 0.018 |
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".