{"id":"W4299624165","doi":"10.1109/icdm.2012.4","title":"Message from General Co-chairs","year":2012,"lang":"en","type":"article","venue":"","topic":"Data Mining Algorithms and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Computer security","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008438731,0.00004979114,0.00004924167,0.00001542388,0.00006381173,0.00007056198,0.0004365475,0.00001956248,0.0001779596],"category_scores_gemma":[0.000003520517,0.00004096303,0.00001823833,0.00007783269,0.00001300752,0.0003223906,0.0001149623,0.00003713467,0.0004954325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007479845,"about_ca_system_score_gemma":0.000008441495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001890216,"about_ca_topic_score_gemma":0.000002903793,"domain_scores_codex":[0.9995286,0.000009214409,0.00007033542,0.0001350312,0.00009146649,0.0001653194],"domain_scores_gemma":[0.9994453,0.00002592436,0.00001806818,0.0004094453,0.000009104282,0.00009215192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[4.452579e-7,0.000152578,0.003872914,0.000001184143,0.00001791038,0.000001496323,0.0008407246,0.000004744473,0.002260222,0.5516733,0.1918944,0.2492801],"study_design_scores_gemma":[0.0003107923,0.00002054942,0.04709024,0.000004764118,0.000007571439,0.000007683861,0.00007500852,0.09868953,0.01118134,0.004543685,0.8376594,0.0004094758],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01797291,0.00007893882,0.929943,0.0006697316,0.0001854955,0.00004182852,0.00004012206,0.0001951699,0.05087277],"genre_scores_gemma":[0.3111822,0.000007181192,0.6830589,0.0007446683,0.0003330867,0.00002109561,0.00004600505,0.000005526511,0.004601358],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.645765,"threshold_uncertainty_score":0.6367947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02124554834545745,"score_gpt":0.2790683385947564,"score_spread":0.257822790249299,"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."}}