Near‐Infrared Photoluminescence and Electrochemiluminescence from a Remarkably Simple Boron Difluoride Formazanate Dye
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
Abstract A boron difluoride formazanate dye that exhibits near‐infrared photoluminescence and electrochemiluminescence was produced via a straightforward two‐step synthesis. Examination of its solid‐state structure suggested that the N ‐aryl substituents have significant quinoidal character, which narrows the S 1 –S 0 energy gap and leads to the unique optoelectronic properties observed. Cyclic voltammetry studies revealed two oxidation waves and two reduction waves that were electrochemically reversible. Electrochemiluminescence properties were examined in the presence of tri‐ n ‐propylamine, leading to maximum intensity at 910 nm, at least 85 nm (1132 cm −1 ) red‐shifted compared to all other organic dyes. This work sets the stage for the development of future generations of dyes for emerging applications, including single‐cell imaging, that require near‐infrared photoluminescence and electrochemiluminescence.
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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 | 0.000 | 0.000 |
| 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 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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