Characterization of Surface Receptors on Bovine Leukocytes
Bibliographic record
Abstract
Three bovine leukocyte populations--peripheral blood lymphocytes (PBL), mammary gland polymorphonuclear neutrophils (PMN) and macrophages (Mo)--were characterized with respect to five surface markers: surface immunoglobulin (SIg), sheep erythrocyte receptor, complement (C) receptor and Fc receptors for both IgG and IgM. The majority of PMN and Mo possessed C and Fc receptors for IgG, but lacked SIg and the erythrocyte receptor. The PMN, but not Mo, also expressed a Fc receptor for IgM. The PBL were heterogeneous with respect to their surface characteristics and evidence was presented for the following subtypes: (a) cells with the E receptor alone; (b) cells with E receptor plus the Fc(IgG) receptor; (c) cells with SIg plus the C receptor but minus the Fc(IgG) receptor; (d) lymphocytes with SIg plus the C receptor and the Fc(IgG) receptor, and (e) cells lacking E receptors and SIg but bearing Fc(IgG). It was assumed, but not proven, that some of these latter cells must also bear the C receptor. The significance of the various cell types in antiviral defense is briefly discussed.
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 | 0.000 | 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 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".