Catalytic Behavior of Cobalt(I) Salen During the Electrochemical Reduction of Lindane and Hexachlorobenzene
Bibliographic record
Abstract
The electrochemical reduction of halogenated organic compounds (RX) is typically performed in organic media. In the present work, we show the catalytic effect of Cobalt(I) Salen during the reduction of lindane and hexachlorobenzene (HCB). CoSalen displays several electrochemical signals; for the purposes of the present study, the most important one is that of the Co(II)/Co(I) couple at –1.55 V vs. Fc+/Fc. Cyclic voltammetry exhibits a catalytic effect, as indicated by the displacement of ca. 0.26 V and 0.16 V for dehalogenation signals in lindane and HCB, respectively. Noticeable, although less pronounced effects were detected as current gains of 65 mA and 7 mA for lindane and HCB, respectively. This catalytic mediator can be used for the target reductions either dissolved in a solution or deposited on the cathodic surface.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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 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".