Table 1 Field-Level Extraction Accuracy (n = 200; LLM = o3).
Field | Accuracy (%) | 95% Confidence Interval |
|---|---|---|
Project | 100.00% | [97.00%, 100.00%] |
Year | 100.00% | [97.00%, 100.00%] |
Season | 100.00% | [97.00%, 100.00%] |
State | 99.50% | [96.50%, 100.00%] |
Operator Affiliation | 98.50% | [95.50%, 100.00%] |
Agent | 98.50% | [95.50%, 100.00%] |
Apparatus | 97.00% | [94.00%, 100.00%] |
Purpose | 99.50% | [96.50%, 100.00%] |
Target Area | 97.50% | [94.50%, 100.00%] |
Control Area | 92.00% | [89.00%, 95.00%] |
Start Date | 98.50% | [95.50%, 100.00%] |
End Date | 99.50% | [96.50%, 100.00%] |
Overall Average | 98.38% | [95.38%, 100.00%] |