{"id":"W2136091149","doi":"10.1109/icpr.2006.273","title":"Anomaly Detection for Video Surveillance Applications","year":2006,"lang":"en","type":"article","venue":"","topic":"Anomaly Detection Techniques and Applications","field":"Computer Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Anomaly detection; Computer science; Computer vision; Remote sensing; Artificial intelligence; Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001183553,0.0000763597,0.00007231528,0.00006554399,0.0002328769,0.0000857233,0.0003241778,0.00003715028,0.000007955094],"category_scores_gemma":[0.000003651222,0.00007427469,0.00006488035,0.000386226,0.00002000641,0.0001737551,0.00004110199,0.00003710843,0.00003813223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003079328,"about_ca_system_score_gemma":0.00001568515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001322106,"about_ca_topic_score_gemma":0.0001672866,"domain_scores_codex":[0.999312,0.000009125461,0.0001699609,0.0002891323,0.00007236673,0.0001474496],"domain_scores_gemma":[0.9993308,0.00005611469,0.00006741109,0.0004144142,0.0001011946,0.0000300829],"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":[0.000003066073,0.00009237326,0.0007084583,0.00001084168,0.000005274945,1.444215e-7,0.000004837483,0.0000729072,0.02234462,0.8563118,0.003821277,0.1166244],"study_design_scores_gemma":[0.0002122391,0.00007601939,0.008369928,0.000001335797,0.000002977367,0.0000164238,0.000004497062,0.04367863,0.1540068,0.06330808,0.7300538,0.0002692406],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0008165385,0.00002722781,0.9887595,0.0003845222,0.00003343555,0.0005746816,0.000004131389,0.0008597692,0.008540189],"genre_scores_gemma":[0.8430282,0.000002056868,0.1537703,0.0001588546,0.0001121776,0.001590092,0.000003694658,0.000006846873,0.001327827],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8422116,"threshold_uncertainty_score":0.3028834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005986557614134556,"score_gpt":0.2267548653907386,"score_spread":0.220768307776604,"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."}}