Alguns apontamentos para a compreensão do ensino ministrado no Instituto Superior de Serviço Social de Coimbra
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
A formacao no Instituto Superior de Servico Social de Coimbra de 1937 a 1974; Politica de estagios a partir de 1974; Ano lectivo de 1974/75; Ano lectivo de 1975/76; Ano lectivo de 1976/77; Objectivos de formacao da 1.a unidade; Objectivo da formacao da 2.a unidade; Estagios; Algumas consideracoes sobre a formacao do Instituto Superior de Servico Social de Coimbra a partir de 1974; Plano curricular actualmente em vigor no Instituto Superior de Servico Social de Coimbra; Organizacao dos estagios do 4.o ano para o ano lectivo de 1984/1985; Montantes de propinas actualmente em vigor; Regulamento de ingresso para o ano lectivo de 1984/85.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.002 |
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