{"id":"W2406965490","doi":"","title":"Context-aware real-time video analytics","year":2015,"lang":"en","type":"article","venue":"Computer Science and Software Engineering","topic":"Video Surveillance and Tracking Methods","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Upload; Computer science; Scalability; Context (archaeology); Analytics; Internet of Things; World Wide Web; The Internet; Multimedia; Mobile device; Data science; Database","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":[0.0003782301,0.0005598011,0.0007090056,0.0008235839,0.0004175524,0.001310079,0.000848299,0.0004940458,0.0009027979],"category_scores_gemma":[0.001325901,0.0002311185,0.0002941713,0.000877314,0.0003398467,0.002142646,0.0009902611,0.0007680689,0.0004294862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003463038,"about_ca_system_score_gemma":0.0004171942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001364306,"about_ca_topic_score_gemma":0.002971916,"domain_scores_codex":[0.9995981,0.00005982766,0.0000204691,0.0001172917,0.0001591151,0.00004520811],"domain_scores_gemma":[0.9994547,0.000166048,0.00008249657,0.0001225942,0.0001279728,0.00004632778],"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":[0.0006525233,0.0004835401,0.008780393,0.0004156874,0.0001321982,0.0005195225,0.0004531594,0.03657223,0.1881072,0.01428873,0.01239088,0.7372038],"study_design_scores_gemma":[0.00003564541,0.0004418581,0.00721155,0.00008775091,0.00009191086,0.0007102589,0.0006329493,0.8580102,0.09191289,0.01907543,0.02170774,0.00008185612],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1324312,0.004898525,0.8440421,0.001246201,0.0003338513,0.0002064867,0.0006094315,0.005209514,0.01102277],"genre_scores_gemma":[0.8832823,0.001565371,0.1116265,0.0002188911,0.0002469955,0.00007464016,0.000599222,0.00008844572,0.002297587],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001364306,"threshold_uncertainty_score":0.003020167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02497697905976251,"score_gpt":0.2531745222659734,"score_spread":0.2281975432062109,"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."}}