A 5-V 290- $\mu\hbox{W}$ Low-Noise Chopper-Stabilized Capacitive-Sensor Readout Circuit in 0.8- $\mu\hbox{m}$ CMOS Using a Correlated-Level-Shifting Technique
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Bibliographic record
Abstract
In this brief, a low-power high-resolution readout front end intended for capacitive sensors is presented, in which the circuit uses correlated-level-shifting (CLS) and chopperstabilization (CS) techniques. CLS is a relatively new switchedcapacitor (SC) technique that is used to reduce errors from finite operational amplifier (op-amp) gain, whereas CS is a classic technique that is used to reduce the adverse effects of dc offset and low-frequency noise associated with the op-amp. In this brief, the capacitive sensor is physically emulated by a pair of on-chip differential variable capacitors that are in the femtofarad range. The proposed front end is designed in a 0.8-μm CMOS technology and consumes 290 μW from a single 5-V supply. The readout circuit achieves a capacitance noise floor of 0.018 aF/√Hz at 400 Hz with a sensitivity of 50 mV/fF.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
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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