{"id":"W2113343745","doi":"","title":"Optimal video camera network deployment to support security monitoring","year":2009,"lang":"en","type":"article","venue":"International Conference on Information Fusion","topic":"Facility Location and Emergency Management","field":"Business, Management and Accounting","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National d'Optique","funders":"","keywords":"Backup; Software deployment; Computer science; Optimization problem; Mathematical optimization; Artificial intelligence; Real-time computing; Algorithm; Mathematics; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003172004,0.0001677769,0.000114553,0.0003153956,0.0001777454,0.0004559315,0.0003636844,0.00004905734,0.002331253],"category_scores_gemma":[0.00007226185,0.0001673888,0.00005817822,0.0002733559,0.00001091273,0.002270296,0.0001398712,0.0001209234,0.003784277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001029933,"about_ca_system_score_gemma":0.0000245114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002114466,"about_ca_topic_score_gemma":0.00002783768,"domain_scores_codex":[0.9984805,0.000006445084,0.0004674132,0.0001758449,0.0006347629,0.0002350113],"domain_scores_gemma":[0.999181,0.000006052826,0.0001208109,0.0001961448,0.0004623879,0.00003357126],"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":[0.0004885531,0.0002658108,0.003903968,0.00006521103,0.00005219992,0.000004718782,0.001252213,0.1231745,0.0002311708,0.5690987,0.1047078,0.1967552],"study_design_scores_gemma":[0.001115423,0.0002063368,0.04175211,0.000204771,0.00002493495,0.000001663721,0.001357878,0.2031148,0.0002594191,0.003866199,0.7473866,0.0007097768],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5995096,0.000004950337,0.0150966,0.02611494,0.005617409,0.0009373874,0.00001508183,0.0005039968,0.3522],"genre_scores_gemma":[0.9904573,0.00001578906,0.0004107575,0.007807634,0.0007290081,0.00003280663,0.0001846395,0.000004870013,0.0003572016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6426789,"threshold_uncertainty_score":0.9985808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03267361739714915,"score_gpt":0.2767151946511496,"score_spread":0.2440415772540005,"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."}}