Les sinistrés des inondations de 1996 au Saguenay : problèmes vécus et séquelles psychologiques
Bibliographic record
Abstract
Les inondations de juillet 1996 ont touché une partie importante de la population du Saguenay. Des désastres de cette nature soumettent les personnes sinistrées à des expériences psycho-émotionnelles particulièrement difficiles à vivre entraînant généralement des séquelles psychologiques. À partir d'une recherche de type qualitatif portant sur l'analyse clinique de 30 histoires de cas, cette étude exploratoire permet de brosser un tableau de l'impact de ce désastre dans la vie des personnes touchées et d'en évaluer les conséquences sur leur santé psychologique. Les résultats indiquent que ce désastre a grandement bouleversé la vie des individus sinistrés entraînant de nombreuses difficultés et une détérioration de leur santé mentale, rendue évidente par l'apparition de problèmes et troubles psychologiques sérieux.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.001 |
| 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".