Gemini Audio Judge Pipeline
- Read the pipeline anchors.
- Bind the request to the audio file, transcript/reference text, model name, prompt/rubric revision, and output artifact before invoking Gemini.
- Run the checked-in direct judge and its focused tests. Treat provider failures, safety blocks, malformed responses, and missing text as explicit failures—not silent passes.
- Keep the Gemini judgment distinct from deterministic waveform, numerical parity, and device-performance gates.
- Preserve request metadata and redacted diagnostics; never print API keys or raw private audio/transcripts.