CRIAÇÃO DE CONHECIMENTO NAS REDES DE COOPERAÇÃO DAS ORGANIZAÇÕES: UMA REVISÃO INTEGRATIVA
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
O objetivo da pesquisa foi identificar as principais ferramentas utilizadas pelas redes de cooperação publicadas na base de dados da Scientific Electronic Library Online (SciELO) entre 2012 a 2022. A pesquisa identificou que a maioria dos estudos, no total 11, foram publicados em espanhol e a principal ferramenta utilizada pelas organizações é a internet que serve de intermediário para o processo, como por exemplo, armazenar informações de serviços públicos de saúde, ambientado em um modelo na gestão de conhecimento e na tomada de decisão, ou também para dialogar por meio de uma interdisciplinaridade apoiadas pela TIC.
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 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.003 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| 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 it