Perceptions des professionnels de leurs pratiques auprès des parents de jeunes enfants
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Cette étude vise à décrire les croyances et les perceptions des intervenants de leurs pratiques professionnelles et à examiner la nature des relations entre leurs croyances, leurs perceptions des parents ainsi que les principes et les pratiques qu’ils adoptent. Une étude quantitative descriptive et corrélationnelle effectuée auprès de 203 intervenants révèle un modèle de l’engagement des professionnels dans les soins et les services à l’égard des parents de jeunes enfants. Lorsque les intervenants adoptent des principes d’empowerment, ils perçoivent les parents qu’ils côtoient plus positivement et réussissent à mettre en place des pratiques professionnelles collaboratives auprès des parents de jeunes enfants en contexte de vulnérabilité.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.003 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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 it