Rhenium‐boosted electrocatalytic activity and durability of pyrolytic IrO <sub>2</sub> for acidic oxygen evolution
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
摘要 IrO 2 以其在酸性介质中的出色稳定性而闻名，但是析氧反应（OER）活性有限。为了在保持其超高稳定性的同时增强本征OER活性，本文报道了一种使用热分解方法合成的掺入杂原子铼（Re）的热解IrO 2 。由此方法合成的Ir 0.928 Re 0.072 O 2 电极在0.5 M H 2 SO 4 溶液中表现出了明显的本征OER活性提高，比原始IrO 2 高出4倍，10 mA·cm ‐2 对应的过电位仅为209 mV。重要的是，Ir 0.928 Re 0.072 O 2 电极可以在200 mA·cm ‐2 的大电流密度下维持400小时以上的酸性OER。这些发现为降低IrO 2 基电催化剂在酸性OER电化学工业领域的能耗带来了巨大的希望。
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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