Estudo sobre atitudes, valores e crenças a respeito do papel das famílias de alunos na fase inicial da escolarização no contexto da realização das "lições de casa": diálogo com a experiência quebequense
Bibliographic record
Abstract
O presente artigo apresenta o diálogo estabelecido entre o Centre de recherche et d'intervention sur la réussite scolaire da Universitè du Quebéc a Trois-Rivière (UQTr) por meio dos trabalhos da Profª. Drª. Rollande Deslandes e o grupo de pesquisa Estudos sobre populações migrantes no Brasil e no Mundo: o papel da instituição escolar numa perspectiva comparatista a partir de pesquisa qualitativa e quantitativa realizada sobre o tema "lição de casa" nos primeiros anos da escolarização em Trois-Rivières e na cidade de São Paulo.
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How this classification was reachedexpand
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 | 0.005 | 0.003 |
| Meta-epidemiology (narrow) | 0.003 | 0.003 |
| Meta-epidemiology (broad) | 0.003 | 0.002 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.004 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 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 itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
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".