{"id":"W1606663572","doi":"","title":"A web-based interactive data visualization system for outlier subspace analysis","year":2010,"lang":"en","type":"article","venue":"University of Southern Queensland ePrints (University of Southern Queensland)","topic":"Anomaly Detection Techniques and Applications","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Outlier; Linear subspace; Computer science; Anomaly detection; Visualization; Subspace topology; Data mining; Data visualization; Data point; Artificial intelligence; Pattern recognition (psychology); Mathematics","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":[0.001941413,0.002373132,0.001408216,0.004252773,0.0008297616,0.002385405,0.002974036,0.001415791,0.02399855],"category_scores_gemma":[0.005068665,0.0006660142,0.001016532,0.002296789,0.0004238304,0.003280662,0.003960329,0.001993447,0.007829001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005243809,"about_ca_system_score_gemma":0.001267127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003397986,"about_ca_topic_score_gemma":0.004231732,"domain_scores_codex":[0.9988713,0.0002005126,0.00009682683,0.0002407299,0.0005080792,0.00008255856],"domain_scores_gemma":[0.9956696,0.001460379,0.0002791436,0.0009814822,0.001068194,0.0005411087],"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":[0.002129022,0.001015603,0.008395466,0.001494417,0.0005528456,0.002158279,0.00177484,0.01405506,0.06085108,0.008555119,0.3878627,0.5111556],"study_design_scores_gemma":[0.0005365873,0.0004591559,0.01067982,0.0003299727,0.0001711515,0.001439577,0.0006220469,0.6106759,0.0675819,0.02616816,0.2807713,0.0005643189],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"software","genre_gemma":"methods","genre_scores_codex":[0.006845303,0.0002755501,0.486858,0.0004557501,0.000137359,0.0003788888,0.008963561,0.4917551,0.004330605],"genre_scores_gemma":[0.1603884,0.00104755,0.7582196,0.00119775,0.0002702859,0.002297889,0.03853412,0.02365969,0.01438486],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02399855,"threshold_uncertainty_score":0.08028316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01372013817120976,"score_gpt":0.2242874881853249,"score_spread":0.2105673500141152,"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."}}