In vivo evaluation of electrophoresis-aidedre-mineralization on surface topography andchemical composition of de-mineralized enamel:an in vivo animal model study
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
AMA Ahmed Elmobasher K, Nabih S, Mohamed H. In vivo evaluation of electrophoresis-aided re-mineralization on surface topography and chemical composition of de-mineralized enamel: an in vivo animal model study. Journal of Stomatology. 2024:118-128. doi:10.5114/jos.2024.139909. APA Ahmed Elmobasher, K., Nabih, S., & Mohamed, H. (2024). In vivo evaluation of electrophoresis-aided re-mineralization on surface topography and chemical composition of de-mineralized enamel: an in vivo animal model study. Journal of Stomatology, 118-128. https://doi.org/10.5114/jos.2024.139909 Chicago Ahmed Elmobasher, Kamal Eldeen, Sameh Mahmoud Nabih, and Hamed Ibrahim Mohamed. 2024. "In vivo evaluation of electrophoresis-aided re-mineralization on surface topography and chemical composition of de-mineralized enamel: an in vivo animal model study". Journal of Stomatology: 118-128. doi:10.5114/jos.2024.139909. Harvard Ahmed Elmobasher, K., Nabih, S., and Mohamed, H. (2024). In vivo evaluation of electrophoresis-aided re-mineralization on surface topography and chemical composition of de-mineralized enamel: an in vivo animal model study. Journal of Stomatology, pp.118-128. https://doi.org/10.5114/jos.2024.139909 MLA Ahmed Elmobasher, Kamal Eldeen et al. "In vivo evaluation of electrophoresis-aided re-mineralization on surface topography and chemical composition of de-mineralized enamel: an in vivo animal model study." Journal of Stomatology, 2024, pp. 118-128. doi:10.5114/jos.2024.139909. Vancouver Ahmed Elmobasher K, Nabih S, Mohamed H. In vivo evaluation of electrophoresis-aided re-mineralization on surface topography and chemical composition of de-mineralized enamel: an in vivo animal model study. Journal of Stomatology. 2024:118-128. doi:10.5114/jos.2024.139909.
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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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