Revised procedures for the certification of carmine (C.I. 75470, Natural red 4) as a biological stain
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
Carmine is one of the original dyes certified by the Biological Stain Commission (BSC). Until now it has lacked both an assay procedure for dye content and a means to positively identify the dye. The methods for testing carmine in the laboratory of the BSC have been revised to include spectrophotometric examination at pH 12.5-12.6 to determine that the dye is carmine (lambda(max)=530-335 nm). The maximum absorbance of a solution containing 100 mg of dye per liter of water, adjusted to pH 12.5-12.6, which provides a relative measure of dye content, should lie in the range 1.2 to 1.8. If the dye is not carmine, spectrophotometry at pH 1.9-2.1 shows whether it is carminic acid (lambda(max)=490-500 nm) or 4-aminocarminic acid (lambda(max)=525-530 nm). The latter two dyes, which are also called carmine when sold as food colorants, have physical properties different from those of true carmine. The functional tests for carmine as a biological stain are Orth's lithium-carmine method for nuclei, Southgate's mucicarmine method for mucus, and Best's carmine method for glycogen.
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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 | 0.001 | 0.001 |
| 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 it