<｜begin▁of▁sentence｜>### Instruction:
Given the coauthorships in network science graph, 'netscience.gml', how can the LFM community detection algorithm be applied to find overlapping communities, and how can the resulting community structure be converted into a JSON format? Please output the JSON representation of the detected communities.
### Response:
import networkx as nx
from cdlib import algorithms

# Load the graph data from the 'netscience.gml' file
G = nx.read_gml('netscience.gml')

# Use LFM algorithm for community detection with alpha parameter set to 1
communities = algorithms.lfm(G, alpha=1.0)

# Convert the community structure to a JSON object
communities_json = communities.to_json()

# Print the JSON representation of the communities
print(communities_json)
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