{"id":"W4385467238","doi":"10.1139/dsa-2023-0029","title":"Navigating the skies: examining the FAA’s remote identification rule for unmanned aircraft systems","year":2023,"lang":"en","type":"article","venue":"Drone Systems and Applications","topic":"Air Traffic Management and Optimization","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software deployment; National Airspace System; Aeronautics; Aviation; Drone; License; Identification (biology); Engineering; Computer science; Aerospace engineering","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":[0.0005565361,0.0001125303,0.0001128506,0.00002838457,0.0005787524,0.0002310617,0.0001780779,0.00004879672,0.000001000631],"category_scores_gemma":[0.00001354062,0.00007871449,0.00002619324,0.0003755644,0.00003709871,0.00009058487,0.00002836007,0.0001031482,0.00003757747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002546757,"about_ca_system_score_gemma":0.000005162805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006229997,"about_ca_topic_score_gemma":0.000008494771,"domain_scores_codex":[0.9991709,0.00002712833,0.0003147827,0.000182204,0.0001228339,0.0001821531],"domain_scores_gemma":[0.9993366,0.0001687032,0.00008734987,0.0003308546,0.00004892435,0.00002754045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001516516,0.000007165798,0.00007262119,0.0006332023,0.00007122981,1.736399e-7,0.00142946,0.9388862,0.0004609099,0.02447373,0.005032097,0.02893165],"study_design_scores_gemma":[0.0001164153,0.000005663921,0.0005709424,0.00006600829,0.00003412244,0.000001782175,0.00492064,0.9567568,0.00001657758,0.000118881,0.0372841,0.0001080713],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02892682,0.001482208,0.9618607,0.0007884541,0.0005648681,0.003832951,0.00004980145,0.001074,0.001420194],"genre_scores_gemma":[0.9961047,0.0001581033,0.000162309,0.00001105716,0.0003352041,0.001620876,0.0001836702,0.00003456571,0.001389562],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9671778,"threshold_uncertainty_score":0.4451354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01855292794143764,"score_gpt":0.2494297182939531,"score_spread":0.2308767903525154,"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."}}