AI-103 Text Analysis Practice Question
You are reviewing the JSON response of a sentiment analysis API call from the Azure AI Language service. Which THREE properties or confidence scores are returned in the standard response payload for a given document?
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Sentence-level sentiment and confidence scores
The sentiment analysis response structure includes the overall document sentiment, confidence scores for positive, neutral, and negative classes, sentence-level breakdowns, and opinion mining components if enabled.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Sentence-level sentiment and confidence scores
Why this is correct
The response includes a breakdown of sentiment results at the individual sentence level.
- ✓
Confidence scores for positive, neutral, and negative sentiment classes
Why this is correct
The API returns confidence scores summing up to 1.0 for positive, neutral, and negative polarities.
- ✗
Exact translation of the text into English
Why it's wrong here
Sentiment analysis evaluates tone; translation is handled by the Azure AI Translator service.
- ✓
Overall document sentiment (e.g., positive, negative, neutral, mixed)
Why this is correct
The overall sentiment classification of the document is a primary property in the JSON output.
- ✗
Grammar and spelling correction suggestions
Why it's wrong here
Spelling and grammar correction is part of Bing Spell Check or specialized grammar tools, not sentiment analysis.
About these practice questions
One of 510 original AI-103 practice questions on Courseiva, each with a full explanation and wrong-answer analysis — not exam dumps or protected exam content. Learn why practice questions differ from exam dumps →
JA
Written and reviewed by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
Last reviewed August 2026 · checked against the official Microsoft exam blueprint
This AI-103 practice question is part of Courseiva's free Microsoft certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the AI-103 exam.