{"id":"W4389490931","doi":"10.1139/dsa-2023-0014","title":"Taiwan solar-powered UAV flight endurance record","year":2023,"lang":"en","type":"article","venue":"Drone Systems and Applications","topic":"Advanced Aircraft Design and Technologies","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science and Technology Council","keywords":"Wingspan; Aeronautics; Solar powered; Flight test; Aerospace engineering; Environmental science; Meteorology; Engineering; Solar energy; Geography; Electrical engineering; Aerodynamics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009457354,0.00009938538,0.0001190819,0.00003435667,0.000236038,0.00003096992,0.0001615001,0.00006448566,0.00005911258],"category_scores_gemma":[0.000008448898,0.00008849043,0.00002166914,0.0004286761,0.0001332448,0.0001072737,0.0001016701,0.00007993832,0.001147439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003557569,"about_ca_system_score_gemma":0.000003392286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009295437,"about_ca_topic_score_gemma":0.00002488868,"domain_scores_codex":[0.9992062,0.00001263253,0.0001621079,0.0002956505,0.0001130963,0.0002103494],"domain_scores_gemma":[0.9995372,0.00002350985,0.00005993955,0.0003171542,0.000004930898,0.00005724232],"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":[0.00001940009,0.0002989612,0.0467215,0.0001996438,0.00005884682,0.00002741858,0.0008394118,0.00126336,0.2427254,0.09482014,0.05198305,0.5610428],"study_design_scores_gemma":[0.0002129493,0.00003424738,0.01317388,0.0000161131,0.00000828906,0.0000141433,0.0007750138,0.001737293,0.001027845,0.007437137,0.9752877,0.0002753873],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4277093,0.002467663,0.4455795,0.007496557,0.000876319,0.00709874,0.0002844814,0.007184201,0.1013032],"genre_scores_gemma":[0.9935824,0.0001526588,0.000751106,0.00002824608,0.00004679971,0.0005164007,0.0000147231,0.00001356202,0.004894054],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9233047,"threshold_uncertainty_score":0.9996303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01253328722339466,"score_gpt":0.2327288606727313,"score_spread":0.2201955734493366,"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."}}