{"id":"W2959686891","doi":"10.3390/en12142706","title":"Unmanned Aerial Vehicles enabled IoT Platform for Disaster Management","year":2019,"lang":"en","type":"article","venue":"Energies","topic":"UAV Applications and Optimization","field":"Engineering","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"Zayed University; Thompson Rivers University","keywords":"Internet of Things; Computer science; Key (lock); Architecture; Emergency management; Drone; Wireless sensor network; Robustness (evolution); Computer security; Computer network","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00002869459,0.00007137942,0.00007069248,0.00003792905,0.00003203295,0.00003328906,0.00007090633,0.00003201341,0.00006792475],"category_scores_gemma":[8.956276e-7,0.0000666355,0.00002730537,0.00005946828,0.000006251531,0.00006551971,0.00001816661,0.00001844073,0.00005923007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002154253,"about_ca_system_score_gemma":0.000001782207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002742322,"about_ca_topic_score_gemma":0.000004092013,"domain_scores_codex":[0.999649,0.000001307937,0.00009196418,0.00008756082,0.00004841549,0.0001217405],"domain_scores_gemma":[0.9998011,0.00001509021,0.00001146175,0.000144709,0.00001153428,0.00001611608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001645473,0.000009206784,0.00004413398,0.00007355639,0.00003395428,1.346374e-7,0.0001519354,0.9649136,0.002261731,0.02521021,0.002682798,0.004602252],"study_design_scores_gemma":[0.002417412,0.00007475638,0.001419426,0.00004823429,0.00005677468,0.000001013617,0.0009144745,0.5971522,0.03229863,0.003437968,0.361618,0.0005611929],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718091,0.00006555695,0.01244797,0.00003617034,0.0003682543,0.0003432924,0.000008685566,0.0002347138,0.01468621],"genre_scores_gemma":[0.9829484,0.00004396126,0.01333287,0.00002480156,0.0001203118,0.0001687829,0.00004866568,0.00002621797,0.003285946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3677615,"threshold_uncertainty_score":0.2717317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005710713690112929,"score_gpt":0.1898157059839377,"score_spread":0.1841049922938247,"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."}}