{"id":"W4232396449","doi":"10.1007/978-1-4939-7131-2_100117","title":"Cohesive Subgroup, Community Detection","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001019564,0.001218159,0.001011088,0.003223287,0.0008430876,0.002230559,0.001614257,0.001290239,0.005602439],"category_scores_gemma":[0.006051206,0.0006581239,0.0006797113,0.00399782,0.001423475,0.004653285,0.001844529,0.002048561,0.004390856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006591229,"about_ca_system_score_gemma":0.0005382164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001222104,"about_ca_topic_score_gemma":0.001570799,"domain_scores_codex":[0.9991313,0.0001566726,0.00003391613,0.0003549249,0.0002824185,0.00004086988],"domain_scores_gemma":[0.9984102,0.0007789601,0.0001199975,0.0003373774,0.0002669932,0.00008644936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006464196,0.0001050084,0.001027727,0.0007072322,0.00009894206,0.0001094134,0.0003704395,0.01423884,0.005231173,0.242554,0.09353408,0.6419584],"study_design_scores_gemma":[0.00001390548,0.0000481435,0.001340813,0.0001418781,0.00005961222,0.0004601736,0.0001708891,0.111119,0.002478395,0.7707587,0.1133686,0.00003987025],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00549431,0.0158416,0.9447617,0.001279203,0.001226056,0.0001292891,0.0005987721,0.001472051,0.02919702],"genre_scores_gemma":[0.1652388,0.01970635,0.7356523,0.001178849,0.004667976,0.0004885118,0.003017691,0.001105491,0.06894405],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005602439,"threshold_uncertainty_score":0.01874208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02129959605569347,"score_gpt":0.248484622881656,"score_spread":0.2271850268259626,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}