Supplemental Table 1 of the genetic diversity and iron-metabolism of Staphylococcus hominis isolates originating from bovine quarter milk, rectal feces, and teat apices
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
Multiple comparisons for the interaction term for the statistical analysis for medium * strain (Staphylococcus aureus ATCC 25923 (SA), S. chromogenes (SCH) IM, S. chromogenes TA, S. hominis (SH) QM, S. hominis TA, and S. hominis RF). All isolates are grown in 4 different types of media: an iron-rich medium namely trypticase soy broth (TSB), TSB deprived of iron by adding an iron chelating agent 2-2’bipyridyl (dTSB), iron-deprived TSB supplemented with ferritin derived from equine spleen (dTSBF) and iron saturated recombinant human lactoferrin (dTSBL).
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) | 0.000 | 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 | 0.002 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.038 | 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