“Significant progress has been made in the research of new quality productivity in Chinese agriculture. Experts have constructed a three-dimensional comprehensive evaluation system of "laborers labor materials labor objects", integrating entropy method and SHAP interpretable machine learning method, revealing the synergistic mechanism of "innovation digital" dual wheel drive and green transformation, and providing solutions for differentiated policies for high-quality agricultural development.”