Réflexions des thérapeutes familiaux francophones de la région d’Ottawa-Carleton sur la famille franco-ontarienne
Bibliographic record
Abstract
Cette étude part du point de vue que la thérapie familiale est une activité politique, basée sur des intérêts, une idéologie et des relations de pouvoir. L'auteure a analysé le discours de seize thérapeutes familiaux dans la région d'Ottawa-Carleton. Elle dégage différents enjeux socio-politiques qui sous-tendent la pratique de la thérapie familiale en Ontario français. Les discours analysés dénotent le caractère hétérogène de la communauté francophone, lequel reflète les diversités de la structure sociale ontarienne. Elle suggère des pistes possibles pour un renouvellement des pratiques de thérapie familiale en contexte minoritaire.
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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 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.016 | 0.008 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.006 | 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".