Textbook of Veterinary Internal Medicine, 6th ed.
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
Stereospecific phase-transfer-catalyzed glycosidation of acetobromolactose 3 with p-nitrophenoxide gave the peracetylated 1,2-trans-beta-D-4-nitrophenyl lactoside 4. Functionalization of 4 into an N-acryloyl monomer was achieved by catalytic transfer hydrogenation of the nitro group, followed by N-acryloylation of the resulting amino group, on both O-acetyl-protected and unprotected disaccharides. Copolymerization of 4-acrylamidophenyl beta-lactoside (9) with acrylamide, initiated by ammonium persulfate, afforded a water-soluble carbohydrate copolymer (glycopolymer). The antigenicity of the new polymer was demonstrated by agar gel diffusion with Arachis hypogaea (peanut) and Ricinus communis (castor bean) lectins. Quantitative precipitation and enzyme linked lectin assays (ELLA) were also performed with peanut lectin.
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) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 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