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Replace the custom Gemma4 argument normalizer with a stricter reference-style conversion: preserve Gemma-quoted strings, quote bare keys, and then unmarshal the result as JSON. This keeps quoted scalars as strings, preserves typed unquoted values, and adds test coverage for malformed raw-quoted inputs that the reference implementation rejects.