{"id":"W4413178233","doi":"10.1109/gcwkshp64532.2024.11101151","title":"Surveillance Video Representations for Bandwidth-limited Semantic Communications","year":2024,"lang":"en","type":"article","venue":"","topic":"Advanced Data Compression Techniques","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Computer science; Bandwidth (computing); Telecommunications","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":[0.0002555866,0.0001009131,0.00011612,0.0001446984,0.0001908876,0.0002770449,0.001670537,0.00003747974,0.00003637468],"category_scores_gemma":[0.0001622732,0.00008747311,0.00006762887,0.0005734402,0.00005961218,0.0008067488,0.0007166291,0.000105679,0.00007356993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002610099,"about_ca_system_score_gemma":0.00004602963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002225187,"about_ca_topic_score_gemma":0.00003607983,"domain_scores_codex":[0.9989808,0.00006598229,0.0002420393,0.0003938675,0.0001366877,0.0001806529],"domain_scores_gemma":[0.9964432,0.001112611,0.00003732286,0.002235859,0.0001138863,0.0000571963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002688242,0.0000512164,0.0001947512,0.00004939044,0.00002507155,0.000003594912,0.0001723986,0.00004083365,0.003909863,0.7866232,0.130445,0.07848199],"study_design_scores_gemma":[0.0001270213,0.00003282541,0.0006558738,0.00006894525,0.000004742647,0.00001514882,0.00001706428,0.5277239,0.007129148,0.08042639,0.3835829,0.0002159767],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00003903847,0.0005067128,0.9861124,0.00658115,0.0002086031,0.0003801865,0.00003730742,0.002016649,0.004117978],"genre_scores_gemma":[0.2431056,0.0002267734,0.7542905,0.0003509443,0.00003099864,0.0002881626,0.00007848206,0.00001481912,0.00161368],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7061968,"threshold_uncertainty_score":0.356705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04135321281818211,"score_gpt":0.3597151929674,"score_spread":0.3183619801492178,"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."}}