{"id":"W4404387783","doi":"10.18280/ts.410508","title":"Application of Multispectral and Thermal Imaging Technologies in Drone Search and Rescue Missions","year":2024,"lang":"en","type":"article","venue":"Traitement du signal","topic":"Infrared Target Detection Methodologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multispectral image; Drone; Search and rescue; Computer science; Remote sensing; Computer vision; Artificial intelligence; Real-time computing; Aeronautics; Engineering; Geology","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":[0.0002191869,0.0003876891,0.0002193507,0.0005451332,0.0001606017,0.0005443095,0.0003610881,0.0005276531,0.0006163251],"category_scores_gemma":[0.0003571514,0.0002194063,0.0003418776,0.000394172,0.0003274475,0.0008860945,0.0004115951,0.0003631297,0.0001960493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002348905,"about_ca_system_score_gemma":0.0002359052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001523157,"about_ca_topic_score_gemma":0.001621795,"domain_scores_codex":[0.9998482,0.0000350905,0.000006623694,0.0000384819,0.0000612818,0.00001024539],"domain_scores_gemma":[0.9998686,0.00005069416,0.00002582911,0.00001469034,0.00003073085,0.000009335592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001504235,0.0001828567,0.007112505,0.000713633,0.00008429266,0.0004594292,0.000489945,0.4924482,0.2096409,0.0276963,0.001180854,0.2598407],"study_design_scores_gemma":[0.000007362799,0.00009035732,0.002486097,0.00004905423,0.00002023935,0.0003139428,0.0001724816,0.9622343,0.02587634,0.004812742,0.003902201,0.00003502573],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08346488,0.003246315,0.9057362,0.0003254804,0.00006332965,0.00004083839,0.00005665357,0.0002295409,0.00683676],"genre_scores_gemma":[0.8487908,0.002944276,0.1450147,0.00007942874,0.0000496455,0.00003728944,0.0000678993,0.00002544762,0.002990524],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001523157,"threshold_uncertainty_score":0.003028572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01719248658278009,"score_gpt":0.2669629037498729,"score_spread":0.2497704171670928,"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."}}