What is recommended when setting up a coding panel for active learning?

Turning off Family Propagation is recommended when setting up a coding panel for active learning. This approach allows for independent coding of each document without influencing the coding decisions based on related documents in a family group. By disabling Family Propagation, you can ensure that each document is evaluated on its own merits, which is especially crucial in an active learning scenario where the goal is to enhance model training through diverse input.

When Family Propagation is enabled, it can lead to biased coding based on assumptions drawn from related documents, potentially skewing the model's learning process. In active learning, the emphasis is on the quality of annotations and the variability in data representation, making independent coding essential for accurate results. Thus, the recommendation to turn off Family Propagation supports a more robust and reliable assessment of the documents being reviewed.