To troubleshoot a non-functioning check engine light, you should:
1. Consult your owner's manual: It will show you the location of the fuse box(es) (underhood and possibly inside the cabin) and a fuse diagram. Look for fuses related to the Powertrain Control Module (PCM), Engine Control Module (ECM), or similar. These are the fuses you should check.
2. Check the fuses: Carefully inspect the fuses listed above for any that are blown. Replace any blown fuses with fuses of the *same amperage*.
3. Have the vehicle scanned: If the fuses are okay, take your Caliber to an auto parts store (like AutoZone, Advance Auto Parts, etc.) and have them scan your vehicle's OBD-II system for diagnostic trouble codes (DTCs). This will pinpoint the problem. A non-functioning check engine light itself could be a code.
4. Professional diagnosis: If you're not comfortable troubleshooting electrical issues, take it to a qualified mechanic.
In short, there's no single "check engine light fuse" to look for; the issue is far more likely to be a broader electrical problem needing a professional diagnosis.