Determination of ro-vibrational excitations of N<sub>2</sub>(B, v′) and N<sub>2</sub>(C, v′) states in N<sub>2</sub> microwave discharges using visible and IR spectroscopy
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Bibliographic record
Abstract
UV–visible and infrared (IR) emission spectroscopy measurements were performed in a N 2 microwave discharge at pressures between 0.1 and 3 Torr and powers of 200 and 300 W. Although emission spectroscopy in the IR region has rarely been investigated, this technique has nevertheless provided numerous key data. The plasma temperature as a function of pressure was measured using the rotational transitions of N 2 ( B , 2– A , 0) in the N 2 discharge. In addition, the vibrational distribution of the N 2 ( B , v ′ = 0–3) states was measured by means of IR emission spectroscopy. These experiments confirmed that the excitation of these states occurred primarily through electron collisions on the N 2 ( A ) metastable molecules.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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 it