Moose in modern integrated ecosystem management - how should the Malawi principles be adapted?
Bibliographic record
Abstract
The aim of our study was to determine agonist- and time-dependent phosphorylation of distinct proteins in bovine alveolar macrophages after activation with quartz dusts and heavy metal-coated silica particles. Silica particles were coated with vanadium oxide or cadmium oxide. Separation of proteins was achieved by one-dimensional and optimized horizontal two-dimensional polyacrylamide gel electrophoresis. Protein phosphorylation was either determined by [32P] labeling and subsequent autoradiography or Western blotting using monoclonal antibodies against phosphotyrosine. One of the phosphorylated proteins was identified as the heat shock protein HSP-27. Stimulation with cadmium oxide-coated silica particles and PMA led to a significant increase of phosphorylated HSP-27. Additionally cadmium oxide-coated silica particles induced tyrosine phosphorylation of six main proteins. Stimulation with vanadium oxide-coated silica particles drastically increased the amount of tyrosine phosphorylated proteins while this effect was not observed with uncoated silica particles.
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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) | 0.001 | 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".