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Assignment analytics
Insights
Python Algorithm Implementation - AI Detection Case Study
76
/ 100
Class integrity score
Some concern
Moderate similarity signals across the class. Review the flagged submissions before grading.
8 submissions analyzed
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0 flagged for review
·
AI signal 39% avg
2.8%
Average similarity
Medium risk
8
Submissions
3,107 comparisons
8
Matches found
511 lines
39%
AI average
2 high · 6 med
0
Flagged
Variance 44.7%
Risk distribution
Submissions bucketed by their highest similarity score
Low risk
0 – 39%
7
88%
Medium risk
40 – 69%
1
13%
High risk
70%+
0
0%
Score breakdown
Average across all submissions
Peer similarity
Student-to-student comparison
0%
Web similarity
Open web, repos, Q&A sites
5.6%
AI generation
Probability of AI-written code
39.4%
Match sources
Where the matches originated
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Open Web
50%
-
Library
50%
-
Peer
0%
-
Database
0%
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StackOverflow
0%
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GitHub
0%
Submissions 8
Click any row to open the full report
| Submission | Peer | Web | AI | Status | |
|---|---|---|---|---|---|
|
javabuble-written-by-gpt5
6 months ago
|
0%
|
0%
|
85%
|
Review | |
|
10_Justintime50_algorithms
6 months ago
|
0%
|
45%
|
74%
|
Review | |
|
11_AbdallahHemdan_Sorting-Visualizer
6 months ago
|
0%
|
0%
|
65%
|
Monitor | |
|
13_jefelewis_algorithms-review
6 months ago
|
0%
|
0%
|
55%
|
Monitor | |
|
12_Nikoo-Asadnejad_SortingAlgorithms
6 months ago
|
0%
|
0%
|
50%
|
Monitor | |
|
13_addyosmani_bubblesort
6 months ago
|
0%
|
0%
|
50%
|
Monitor | |
|
11_SlowJii_Workshop-FPT
6 months ago
|
0%
|
0%
|
45%
|
Monitor | |
|
12_bertil291utn_bubble-sort-project
6 months ago
|
0%
|
0%
|
42%
|
Monitor |