{"id":"W4317746714","doi":"10.3390/drones7020079","title":"Leveraging UAVs to Enable Dynamic and Smart Aerial Infrastructure for ITS and Smart Cities: An Overview","year":2023,"lang":"en","type":"article","venue":"Drones","topic":"UAV Applications and Optimization","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Najran University; Ministry of Education – Kingdom of Saudi Arabi; King Abdullah University of Science and Technology","keywords":"Drone; Flexibility (engineering); Computer science; Internet of Things; Computer security; Smart city; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001787351,0.0007461438,0.0003412181,0.0008562485,0.0002458406,0.001198619,0.0003725379,0.0008864457,0.00213377],"category_scores_gemma":[0.0002463561,0.0003328961,0.0005071989,0.0008980788,0.0002166828,0.001229945,0.0005933153,0.0006361472,0.0008803018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002687584,"about_ca_system_score_gemma":0.00023734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009570422,"about_ca_topic_score_gemma":0.001130872,"domain_scores_codex":[0.9998792,0.00002385967,0.00001099514,0.00002604989,0.00003993306,0.00001988003],"domain_scores_gemma":[0.9998987,0.00004284949,0.00001074579,0.000008380346,0.0000293094,0.00001001515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008847474,0.0001774007,0.002676653,0.006223236,0.0001481862,0.0007346781,0.0003086443,0.05586144,0.0231399,0.09983379,0.01506962,0.795738],"study_design_scores_gemma":[0.00001573811,0.0007929086,0.004126514,0.001681725,0.0001886194,0.00187507,0.0006519067,0.1029274,0.01063106,0.02373344,0.8532742,0.0001013702],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01892636,0.7007871,0.1939247,0.001847877,0.001032013,0.0001803673,0.0001542417,0.0003362655,0.08281102],"genre_scores_gemma":[0.1891178,0.7253962,0.06555077,0.00048542,0.00112583,0.0001449426,0.0002594497,0.00005826237,0.01786144],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00213377,"threshold_uncertainty_score":0.007138133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01791758889090933,"score_gpt":0.2514566239851546,"score_spread":0.2335390350942452,"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."}}