{"id":"W7098426723","doi":"","title":"Value Balanced Agglomerative Connectivity Clustering","year":2001,"lang":"en","type":"article","venue":"","topic":"Plant Ecology and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cluster analysis; Hierarchical clustering; Single-linkage clustering; Outlier; Correlation clustering; Categorical variable; Curse of dimensionality; Anomaly detection; Similarity measure; Similarity (geometry)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00125462,0.001077005,0.001339768,0.003798309,0.001529488,0.00176667,0.002716875,0.001350673,0.001991565],"category_scores_gemma":[0.004876762,0.0004786539,0.001018427,0.004215708,0.001101495,0.002130286,0.001722902,0.0009812551,0.001283774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001643897,"about_ca_system_score_gemma":0.001316858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005886736,"about_ca_topic_score_gemma":0.009143294,"domain_scores_codex":[0.9975365,0.0005924973,0.00009927172,0.0004040103,0.001212289,0.0001553285],"domain_scores_gemma":[0.998548,0.0004264094,0.0001707077,0.0003321668,0.0004594152,0.00006340488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00022671,0.0001364282,0.003312444,0.0002674697,0.0002263862,0.0002475041,0.0006046981,0.5336637,0.006678013,0.1299142,0.00910484,0.3156177],"study_design_scores_gemma":[0.00001871538,0.00005211394,0.0009758546,0.00002199789,0.00002984296,0.0001071814,0.0001352305,0.9094149,0.002251306,0.0771471,0.009808219,0.00003750914],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01292082,0.0002459844,0.9837424,0.0001725305,0.00002501572,0.0001262265,0.0001936958,0.0004599918,0.002113319],"genre_scores_gemma":[0.2012771,0.0004240609,0.7911053,0.000120473,0.00007383693,0.0003653311,0.002112768,0.0003141006,0.004207009],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005886736,"threshold_uncertainty_score":0.01192737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02727284490336771,"score_gpt":0.2153482555972475,"score_spread":0.1880754106938798,"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."}}