Bibliographic record
Abstract
(KMnO4) [7722-64-7] KMnO4 (MW 158.04) InChI = 1S/K.Mn.4O/q+1;;;;;-1 InChIKey = VZJVWSHVAAUDKD-UHFFFAOYSA-N (CuSO4·5H2O) [7758-99-8] CuO4S (MW 249.72) InChI = 1S/Cu.H2O4S.5H2O/c;1-5(2,3)4;;;;;/h;(H2,1,2,3,4);5*1H2/q+2;;;;;;/p-2 InChIKey = JZCCFEFSEZPSOG-UHFFFAOYSA-L (oxidant; capable of converting saturated primary alcohols into carboxylic acids,1 saturated secondary alcohols into ketones,2 α,β-unsaturated alcohols into α,β-unsaturated ketones,3 dialkyl and diaryl sulfides into sulfones,4 diphenyl selenide into diphenyl selenone,4 α,ω-diols into lactones,1 alkenes into diketones and α-hydroxy ketones,5 ω-hydroxy alkenes into ω-lactones,6 1,5-dienes into 5-substituted butanolides,7 and Δ5-unsaturated steroids into the corresponding 5β,6β-epoxy steroids) Physical Data: mixture of high melting solids; see entries for Potassium Permanganate and Copper(II) Sulfate. Solubility: sol cold H2O; insol CH2Cl2. Form Supplied in: KMnO4: purple solid. CuSO4·5H2O: blue solid. Handling, Storage, and Precautions: oxidant; store in glass containers at rt.
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 | 0.001 | 0.002 |
| 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 | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.015 | 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".