{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002724607,0.0009427691,0.00116781,0.0007262335,0.002175594,0.00426506,0.001645449,0.01112877,0.08240439],"category_scores_gemma":[0.01380009,0.0004102685,0.0009079571,0.0006433523,0.0008095758,0.003192803,0.002166065,0.01310453,0.08488797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002299924,"about_ca_system_score_gemma":0.004248515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003865155,"about_ca_topic_score_gemma":0.00565237,"domain_scores_codex":[0.9980109,0.0002973903,0.0001322048,0.0004059023,0.0008932517,0.0002604272],"domain_scores_gemma":[0.9903218,0.0009444783,0.000311643,0.0002678278,0.005283332,0.002870836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001453769,0.000005193568,0.0000585689,0.0000169395,0.000001437093,0.0000226501,0.000006467601,0.000006956487,0.00002044524,0.0001564592,0.9973499,0.002340546],"study_design_scores_gemma":[0.00001845473,0.00002224829,0.0005550096,0.00007773117,0.000006131126,0.0001522066,0.0001059389,0.0000596375,0.0001151443,0.0004772049,0.9983918,0.0000184492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003824598,0.002864758,0.0004393767,0.6144838,0.3677816,0.00007816111,0.000716307,0.0002876403,0.01296578],"genre_scores_gemma":[0.00593555,0.003478366,0.0006245943,0.6231412,0.128448,0.0002472351,0.0007924926,0.0003125526,0.23702],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08240439,"threshold_uncertainty_score":0.2756702,"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."}}