Intelligent Contractual Risk Prediction Model

Build a machine learning pipeline in Python that predicts potential contractual risks in financial agreements using historical litigation data. Utilize scikit-learn for predictive modeling, integrate feature engineering techniques, and create a probabilistic risk assessment framework. The model should provide granular risk scores for specific contract clauses and generate actionable recommendations.