Models trained on individual judges' past child-custody rulings predict those judges' future rulings better than a model trained on all judges together, a result the paper reads as support for legal realism.
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The Judge Variable: Challenging Judge-Agnostic Legal Judgment Prediction
Models trained on individual judges' past child-custody rulings predict those judges' future rulings better than a model trained on all judges together, a result the paper reads as support for legal realism.