SMT1-1: SARS-CoV-2 Spike Glycoprotein Reference Material
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
SMT1-1 is a reference material (RM) designed for the development of SARS-CoV-2 spike glycoprotein detection methods, as well as an antigen source for use in SARS-CoV-2 immunological assays. The majority of available SARS-CoV-2 test kits and vaccines exploit the interaction between the SARS-CoV-2 spike glycoprotein and human anti-spike antibodies. Reference values for the molar concentration, mass fraction, and mass concentration of SARS-CoV-2 spike glycoprotein in SMT1-1 have been established. Values are provided for the known spike protein sequence region that ignores the glycan, and also the full spike glycoprotein where the mass fraction and mass concentration values include an estimate of the molar mass of the glycan. Information values for the size heterogeneity of SARS-CoV-2 spike glycoprotein in SMT1-1 are provided. A unit of SMT1-1 contains 1.2 mL of SARS-CoV-2 spike glycoprotein in Dulbecco's phosphate-buffered saline (DPBS) with 10 mM HEPES sodium salt.
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.002 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.007 |
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