Ensinar Gramática pela Abordagem Ativa de Descoberta
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
Teacher of Portuguese Language is often confronted with the fact that students (and himself?) are\nterrified of grammar. Students also seem to have troubles to assimilate conveniently knowledge in this\nfield throughout classes.\nThe question is: how to resolve these situations? One answer lies in the methodology used by the\nteacher. Based on studies conducted by the Canadian Suzanne-G. Chartrand (1996), we present here\nthe active discovery approach as an inductive way of exploring the language. A discovery\nmethodology is gaining adherents as it is clear in the Portuguese Syllabus (2009) and in the Guião de\nImplementação dos Programas de Português - Conhecimento Explícito da Língua (2011).
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.009 | 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