Bibliographic record
Abstract
Apocynin, also known as acetovanillone, is a naturally occurring organic compound isolated from the root of Apocynum cannabinum (Canadian hemp) and variety of plant sources. Apocynin is being studied for its variety of pharmacological properties and used for the treatment of different diseases such as diabetes, arthritis, asthma, bowel disease, heart related diseases, and atherosclerosis to mention few. This bibliometric analysis reflects the key activities of apocynin research being carried out throughout the globe. The data for this study was from Scopus databases and it has been found that 1,424 papers were published during 1908-2011. These 1,424 documents received a total of 39,780 citations with an average 28.50 citations per paper. USA (35.88%) is the most productive country undertaking research in the area of apocynin. India’s rank is 16th in overall publication output on apocynin. Free Radical Biology and American Journal of Physiology- Heart and Circulatory Physiology are the most productive journals publishing apocynin research.
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.
How this classification was reachedexpand
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 | 0.008 | 0.008 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.016 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".