Marine Natural Products: Prospects and Impacts on the Sustainable Development in Indonesia
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
Although corneal grafting is performed on a so-called privileged (i.e., unvascularized) tissue, it is not always successful. Depending on the degree of vascularization of the host cornea (Stages I-IV) allograft reactions occur in 3 to 70% of patients thus treated. In an animal experiment (rabbits) a graft reaction was produced in the anterior chamber of one eye following presensitization with soluble corneal proteins, after implanting corneal tissue in the anterior chamber under the protection of a viscoelastic substance. The same grafting procedure was repeated on the fellow eye without previous sensitization. In the course of the immunoreaction the cell content of both eyes was studied and, 14 days after grafting, the result of aspiration cytology was compared with findings from light-microscopic examinations of the corneal graft and host cornea. A correlation was established between the results of aqueous humor cytology and the cytological findings in the corneal graft. It follows that immunoreactions can be interpreted reliably by aqueous humor aspiration cytology.
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 | 0.000 | 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 | 0.000 | 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