Candidate

Low-to-moderate integrity concern; repeated window focus loss events suggest distraction or environmental interruption, but no direct evidence of cheating.

• 22:37:13-22:37:16Rapid sequence of focus events (fullscreen exit, tab switch, focus loss) within 3 seconds; suggests possible deliberate window switching or external distraction.
• 22:37:25Third medium-severity focus loss event in ~12 seconds; pattern of repeated attention shift away from interview window.
• 22:38:25Concurrent fullscreen exit and window blur; indicates sustained loss of focus near end of detected period.

All signals are window-focus events only; no gaze-offscreen, paste bursts, multi-face detection, or identity mismatch. The clustering of medium-severity focus events (22:37–22:38) may indicate legitimate technical issues, environmental distractions, or deliberate search for external material. Human review should verify interview content and interviewer observations during this 90-second window.

7 signals · AI-generated · human review required