{"id":"W4231076572","doi":"10.1007/978-0-387-39940-9_2216","title":"Clustering Index","year":2009,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Database Systems","topic":"Advanced Clustering Algorithms Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Cluster analysis; Index (typography); Computer science; Artificial intelligence; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005649916,0.0005590327,0.0008543953,0.0005430186,0.00009947266,0.0001131015,0.002406502,0.0003247439,0.00004130666],"category_scores_gemma":[0.00008220298,0.0005659894,0.0001700295,0.0001493377,0.0001040718,0.0007418556,0.001578114,0.0007763022,0.0002187564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001846582,"about_ca_system_score_gemma":0.0002803433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001018132,"about_ca_topic_score_gemma":0.00002465029,"domain_scores_codex":[0.9960372,0.00006307893,0.0009591337,0.001015652,0.001337767,0.0005871238],"domain_scores_gemma":[0.9960061,0.000202137,0.0005940878,0.00265546,0.0002590161,0.0002832299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000668008,0.0001574015,0.00004342503,0.003340289,0.0003953146,0.001746401,0.0007050383,0.007197471,0.0001921625,0.1640469,0.01772427,0.8043845],"study_design_scores_gemma":[0.0005054114,0.0001814377,0.00002577047,0.001789775,0.00002145557,0.0001689996,0.00001481826,0.07479902,0.00001454276,0.001288807,0.9202536,0.0009363447],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001327117,0.001891018,0.4651505,0.00004220588,0.001184427,0.0005055045,0.0001998989,0.0001930763,0.5308321],"genre_scores_gemma":[0.0006041509,0.004062014,0.04900429,0.00004898315,0.001299595,0.00004989852,0.0002289946,0.0001478181,0.9445543],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9025294,"threshold_uncertainty_score":0.9996791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02148138593159467,"score_gpt":0.2720691269031287,"score_spread":0.2505877409715341,"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."}}