AI Detection
/ Advanced Java Programming - ChatGPT Detection Analysis
How to read these scores
Model v3e, updated Sep 24, 2026
An AI score is a signal, not a verdict: a 0 to 100% probability from stylistic patterns common to ChatGPT, Claude & Copilot. Starter code, very clean code, and short files can read high, so treat a high score as a reason to open the submission and start a conversation, not as proof.
Open a flagged submission and read the highlighted regions before acting. Those lines are what the score is resting on. If they cover only imports, licence headers or boilerplate, the score is weak evidence however high it reads.
How accurate is this?
90%
AI/GPT-written code caught.
Trained on Claude Opus 5.5, GPT-5.6 Sol and GPT-5.5 Codex submissions.
1.3%
Human-written code falsely flagged.
Low, not zero, so read the highlighted lines before acting on a score.
Detection can be weaker against other models, and we cannot predict in advance which human files will read high.
41%
Average AI Score
18 submissions analyzed
18
Submissions
99
Files
92%
Highest File Score
2
Flagged
Distribution by AI score
18 analyzed
Low Risk 0 to 39%
12
Medium 40 to 69%
4
High Risk 70%+
2
Submissions
| Submission | AI Score | Range | Files | Status | |
|---|---|---|---|---|---|
|
7_DiegoARomeroH_HeapSort
10 months ago
|
37%
|
16 to 58% | 2 | Safe | |
|
9_afa-farkhod_Sorting-Algorithms
10 months ago
|
47%
|
29 to 59% | 10 | Moderate | |
|
6_Joicealves30_HeapSort
10 months ago
|
28%
|
7 to 69% | 10 | Safe | |
|
8_theoskille_SortAlgorithmVisual...
10 months ago
|
38%
|
23 to 65% | 10 | Safe | |
|
8_ksuryavardhanreddy_HeapSort
10 months ago
|
40%
|
27 to 56% | 9 | Moderate | |
|
9_dexjones_HeapSort
10 months ago
|
30%
|
16 to 42% | 4 | Safe | |
|
13_Collado66_HeapSort
10 months ago
|
40%
|
17 to 52% | 3 | Moderate | |
|
10_GabrielFerreiraMendes_HeapSor...
10 months ago
|
27%
|
21 to 33% | 2 | Safe | |
|
13_Sameer-khan-786_Analysis-of-S...
10 months ago
|
29%
|
16 to 49% | 7 | Safe | |
|
10_matrangam_java-heap-sorter
10 months ago
|
25%
|
2 to 52% | 22 | Safe | |
|
14_kikesainz_HeapSort
10 months ago
|
36%
|
20 to 51% | 2 | Safe | |
|
14_shivam8989_heap-Sort
10 months ago
|
25%
|
25% | 1 | Safe | |
|
16_DiegoARomeroH_HeapSort
10 months ago
|
37%
|
16 to 58% | 2 | Safe | |
|
15_leandroguarino_aula16_estrutu...
10 months ago
|
33%
|
17 to 50% | 3 | Safe | |
|
15_lupisboni_heapSort
10 months ago
|
35%
|
11 to 56% | 8 | Safe | |
|
16_g25e04_HeapSort
10 months ago
|
44%
|
24 to 64% | 2 | Moderate | |
|
ChatGPT Written Code
10 months ago
|
92%
|
92% | 1 | Review | |
|
ChatGPT Written Code
10 months ago
|
92%
|
92% | 1 | Review |
Submission Details
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