Class Average Mastery
84.2%
+4.1% this week
Total Study Time
312.5 hrs
9.2h / student avg
Intervention Alerts
3 Students
Requires attention
Flagged: Rotational Dynamics misconceptions
AI Pre-Graded Tasks
18 / 34
Avg AI Grading Confidence: 97.4%
Class Roster & Individual Diagnostics
Real-time mastery scores, retention risk indexes, and active weekly study hours.
| Student Name | Mastery | Weekly Hours | Retention Risk | Critical Weak Area | Actions |
|---|
Curriculum Concept Mastery Matrix
Class comprehension breakdown across the entire official syllabus. Click any cell to inspect student misconceptions.
>85% Mastered
65-84% Moderate
<65% Critical Bottleneck
Topic: Rotational Dynamics
58.4% Comprehension
Dominant Misconception: 72% of students confuse Angular Momentum with Linear Momentum when analyzing non-central forces. They frequently fail to specify the origin point of torque calculation.
Dual AI Submissions Evaluation Suite
Submissions graded instantaneously by Google Gemini 3.8 Flash with multi-criterion rubrics. Review and finalize grades with a single click.
Early Warning & Student Intervention Radar
Identifies students at risk of falling behind based on streak degradation, declining retention probability, or repeated blitz battle errors.