Update README.md

README.md

@@ -23,10 +23,12 @@ dataset_info:
     dtype: string
   - name: executives
     dtype: string
+  - name: sct_probability
+    dtype: float64
   splits:
   - name: train
     num_bytes: 210732897
-    num_examples: 1849
+    num_examples: 7441
   download_size: 191339714
   dataset_size: 210732897
 configs:
@@ -82,6 +84,21 @@ Structured executive compensation data extracted from SEC DEF 14A proxy statemen
 
 ---
 
+<details>
+<summary><b>🎯 SCT Probability & Quality</b> (click to expand)</summary>
+
+The dataset includes a `sct_probability` score (0-1) from a fine-tuned binary classifier that helps identify true Summary Compensation Tables.
+
+![Probability Stats](docs/stats_probability.png)
+
+![Probability Distribution](docs/chart_probability.png)
+
+> 💡 **Recommendation**: Filter by `sct_probability >= 0.7` to get high-confidence records only.
+
+</details>
+
+---
+
 <details>
 <summary><b>💰 Compensation Statistics</b> (click to expand)</summary>