An off-chip sensor circuit for on-line transient current testing
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Bibliographic record
Abstract
We propose and evaluate an architecture of an integrated transient current off-chip monitor to facilitate implementation of transient current based testing of CMOS VLSI circuits. The monitor measures the transient current idd(t) by sensing the voltage drop at a resistor and provides the charge delivered to the circuit (i.e. the area under the waveform) as the test observable. Designed in 0.18 /spl mu/m CMOS technology, the sensor measures the transient supply current and provides the waveform area (i.e. the charge delivered to the circuit). The transient current is measured at the circuit supply rail, by sensing the voltage drop at a resistor connected between the IC supply PIN and the voltage source as shown in Figure 1.
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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 | 0.000 |
| 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