{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002105471,0.0004253057,0.0003122286,0.0003617457,0.0002438491,0.0004760734,0.0004633871,0.0003774362,0.002920681],"category_scores_gemma":[0.0004320885,0.0001493031,0.0002078607,0.000259474,0.0001837201,0.0004379972,0.0004805173,0.0004452553,0.001189903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003712198,"about_ca_system_score_gemma":0.0003795059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001475783,"about_ca_topic_score_gemma":0.001185929,"domain_scores_codex":[0.9997978,0.00005462276,0.000007812967,0.00002950783,0.00008589877,0.00002436692],"domain_scores_gemma":[0.999855,0.00003516585,0.00002622634,0.00003246871,0.00003973023,0.0000113942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003015534,0.00007038281,0.002395903,0.0004932409,0.00006860974,0.0003121216,0.0001913125,0.146202,0.2168789,0.02686339,0.01159615,0.5946264],"study_design_scores_gemma":[0.00006779479,0.0006800488,0.003488193,0.0001197038,0.0000545471,0.0008030698,0.000119967,0.7540932,0.1134212,0.007683918,0.1194067,0.00006172521],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03377112,0.002034224,0.948005,0.0002970956,0.0001489136,0.0001100061,0.0001590358,0.0027866,0.0126881],"genre_scores_gemma":[0.5240059,0.001313763,0.462764,0.0001291846,0.00004357771,0.0001363839,0.0003650915,0.000147709,0.0110943],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002920681,"threshold_uncertainty_score":0.009770691,"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."}}