{"id":"W2176966408","doi":"10.3403/30421990","title":"Unmanned aircraft systems","year":2022,"lang":"en","type":"standard","venue":"","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Command and General Staff College; U.S. Army; University of Kansas","keywords":"Aeronautics; Aerospace engineering; Computer science; Environmental science; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009791007,0.001340919,0.0006295627,0.001730428,0.001170242,0.002599034,0.00157291,0.001231391,0.04218968],"category_scores_gemma":[0.001861071,0.000275314,0.0004065847,0.00147999,0.0004816568,0.002673677,0.002832305,0.0008968107,0.03919812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009673683,"about_ca_system_score_gemma":0.001195384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004390218,"about_ca_topic_score_gemma":0.002601147,"domain_scores_codex":[0.9980812,0.0001875243,0.0001432365,0.0002718616,0.001047094,0.0002690043],"domain_scores_gemma":[0.9984608,0.00007614142,0.0001020088,0.0004388876,0.0008156137,0.000106634],"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":[0.0003557349,0.0001350566,0.002694865,0.0007225305,0.00005637488,0.0003818743,0.0003798693,0.007513096,0.02181983,0.05726801,0.1863516,0.7223212],"study_design_scores_gemma":[0.00003831722,0.0002379348,0.001876263,0.0001808617,0.00002143101,0.0003340174,0.000112232,0.01067652,0.008160739,0.006758297,0.971554,0.00004948704],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02208734,0.006654955,0.2559549,0.001485882,0.003159564,0.001843031,0.01333171,0.02747501,0.6680076],"genre_scores_gemma":[0.3256276,0.008911175,0.1769685,0.002075403,0.0009971255,0.001559843,0.04808125,0.001836534,0.4339425],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04218968,"threshold_uncertainty_score":0.1411386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02065054573160172,"score_gpt":0.2119134503759142,"score_spread":0.1912629046443124,"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."}}