{"id":"W4361272517","doi":"10.18280/ijsse.130101","title":"UAV Technology for Source Recovery and Emergency Response","year":2023,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Geophysical Methods and Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Horizon 2020 Framework Programme","keywords":"Emergency response; Disaster response; Computer science; Aeronautics; Medical emergency; Environmental science; Engineering; Emergency management; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002897167,0.00006835555,0.0001127231,0.0002131169,0.00002612114,0.00001739943,0.0001098748,0.00005022612,0.000003682408],"category_scores_gemma":[0.000179377,0.00006909787,0.00004407827,0.0001447425,0.00001192202,0.0001423929,0.00003229695,0.0001281119,0.000001234877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001854599,"about_ca_system_score_gemma":0.000005222547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.304674e-7,"about_ca_topic_score_gemma":3.459029e-7,"domain_scores_codex":[0.9995272,0.000006222316,0.0002246739,0.0000620674,0.0000835676,0.00009626575],"domain_scores_gemma":[0.9996113,0.0001765809,0.000036607,0.00004424469,0.00008485516,0.00004640778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001749833,0.0001111008,0.001226798,0.0004484664,0.001290986,0.00006768762,0.002852348,0.2883536,0.32739,0.1043202,0.001605007,0.270584],"study_design_scores_gemma":[0.002537018,0.0004373471,0.04488315,0.0003774576,0.0000900134,0.0004518662,0.0007968522,0.4946893,0.007032667,0.07542062,0.3724737,0.0008100188],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8217668,0.0004580772,0.1753105,0.001650333,0.0005971491,0.0000630639,0.00002618951,0.00009661294,0.00003127206],"genre_scores_gemma":[0.9933101,0.001820293,0.004601034,0.000007021377,0.0001972065,0.000006321199,0.00000205089,0.0000147837,0.00004121102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3708687,"threshold_uncertainty_score":0.2817729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006643433588677195,"score_gpt":0.2509635822750761,"score_spread":0.244320148686399,"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."}}