Desenvolvimento e avaliação de nanoemulsões à base de óleo de babaçu (Orbignya oleifera) e extratos vegetais (Areca catechu, Glycyrrhiza glabra e Portulaca oleracea) para uso pós-sol
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 nanotecnologia aplicada em praticamente todos os setores da cincia, incluindo a rea cosmtica. Nanoemulses apresentam-se mais estveis do que macroemulses, possuem boa espalhabilidade e facilitam a penetrao de ativos na pele. O leo de babau (Orbignya oleifera) utilizado no tratamento de vrias afeces da pele, devido s propriedades anti-inflamatria, cicatrizante e antisptica. O extrato de sementes de Areca catechu inibe a produo de elastase e colagenase, enzimas responsveis pela flacidez e perda de elasticidade da pele no envelhecimento. Alm disso, possui ao antioxidante, anti-hialuronidase
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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.002 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 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