Table 7 Manual checking for prompt learning results.
From: China’s low-carbon policy intensity dataset from national- to prefecture-level over 2007–2022
Prompt learning VS Manual labelling | Low-carbon policy objectives | Low-carbon policy instruments | ||||
|---|---|---|---|---|---|---|
Carbon reduction | Energy conservation | Capacity utilization | Technology | Command-and-control | Market-based | |
True prediction | 108 | 111 | 112 | 106 | 193 | 308 |
Total number | 125 | 125 | 125 | 125 | 224 | 331 |
Accuracy | 0.86 | 0.89 | 0.90 | 0.85 | 0.86 | 0.93 |
