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Assignment analytics

Insights

Advanced Java Programming - ChatGPT Detection Analysis

39 / 100
Class integrity score

High risk

Class-wide similarity patterns detected. Strongly recommend reviewing every flagged submission and considering follow-up.

18 submissions analyzed · 4 flagged for review · AI signal 41% avg
17.9%
Average similarity
High risk
18
Submissions
5,467 comparisons
336
Matches found
4,936 lines
41%
AI average
2 high · 14 med
4
Flagged
Variance 99%

Risk distribution

Submissions bucketed by their highest similarity score

Low risk 0 – 39%
13 72%
Medium risk 40 – 69%
1 6%
High risk 70%+
4 22%

Score breakdown

Average across all submissions

Peer similarity
Student-to-student comparison
26.5%
Web similarity
Open web, repos, Q&A sites
9.4%
AI generation
Probability of AI-written code
40.8%

Match sources

Where the matches originated

  • Library
    66.7%
  • StackOverflow
    21.1%
  • Peer
    11.3%
  • Database
    0.9%
  • GitHub
    0%
  • Open Web
    0%

Submissions 18

Click any row to open the full report

Submission Peer Web AI Status
7_DiegoARomeroH_HeapSort 5 months ago
99%
4%
58%
Review
16_DiegoARomeroH_HeapSort 5 months ago
99%
4%
58%
Review
ChatGPT Written Code 5 months ago
99%
4%
92%
Review
ChatGPT Written Code 5 months ago
99%
4%
92%
Review
6_Joicealves30_HeapSort 5 months ago
0%
13%
69%
Monitor
8_theoskille_SortAlgorithmVisualizer 5 months ago
3%
2%
65%
Monitor
10_matrangam_java-heap-sorter 5 months ago
21%
64%
52%
Monitor
16_g25e04_HeapSort 5 months ago
0%
22%
64%
Monitor
9_afa-farkhod_Sorting-Algorithms 5 months ago
0%
23%
59%
Monitor
15_lupisboni_heapSort 5 months ago
5%
12%
56%
Monitor
8_ksuryavardhanreddy_HeapSort 5 months ago
0%
1%
56%
Monitor
13_Collado66_HeapSort 5 months ago
8%
14%
52%
Monitor
14_kikesainz_HeapSort 5 months ago
8%
0%
51%
Monitor
15_leandroguarino_aula16_estruturas_de_dados_jav... 5 months ago
16%
0%
50%
Monitor
13_Sameer-khan-786_Analysis-of-Sorting-Algorithm... 5 months ago
1%
1%
49%
Monitor
9_dexjones_HeapSort 5 months ago
0%
0%
42%
Monitor
10_GabrielFerreiraMendes_HeapSort 5 months ago
0%
0%
33%
Safe
14_shivam8989_heap-Sort 5 months ago
19%
0%
25%
Safe

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