Interaction of Aqueous Iodine Species with Ag[sub 2]O∕Ag Surfaces
Bibliographic record
Abstract
The chemical conversion of films on Ag surfaces to in aqueous iodide solutions has been studied electrochemically. films were grown potentiostatically and then exposed to solutions. The chemical conversion process was followed at open-circuit potential using cathodic stripping voltammetry performed after various exposure periods. The showed a sudden drop at the completion of the conversion of to , reaching a steady-state value close to the equilibrium potential for and the iodide solution. This sudden drop in allowed easy determination of the total reaction time required for complete conversion of to . Distinctly separated current peaks were observed for the cathodic reduction of and to Ag, and the charges associated with these peaks provided a measure of the amount of converted. The conversion reaction was 100% efficient. The total reaction times from the measurements and the cathodic stripping results were used to determine the reaction order and rate constant required for the development of nuclear reactor safety assessment codes.
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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 | 0.001 |
| 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 | 0.001 |
| 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 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".