[{'role': 'system', 'content': "You are an expert in machine learning and your task is to classify code snippets into one of the following categories: ['helper_functions', 'load_data', 'data_exploration', 'data_preprocessing', 'evaluation', 'modelling', 'prediction', 'result_visualization', 'save_results', 'comment_only']."}, {'role': 'user', 'content': 'Identify the single most appropriate category to which the provided code belongs. Provide your response as a single category label without any additional information, commentary, or personal opinions.\\nPython Code:# Read development embeddigns from json file - this is the output of Bert\ndevelopment = pd.read_json("contextual_embeddings_gap_development.json")\nX_development, Y_development = parse_json(development)\n\nvalidation = pd.read_json("contextual_embeddings_gap_validation.json")\nX_validation, Y_validation = parse_json(validation)\n\ntest = pd.read_json("contextual_embeddings_gap_test.json")\nX_test, Y_test = parse_json(test)'}, {'role': 'assistant', 'content': 'modelling'}]