{"id":"W4404458092","doi":"10.23977/aetp.2024.080622","title":"Application of Technical Standards and Cascade Control Theory in Undergraduate Program for Unmanned Aerial Vehicle System Engineering Major","year":2024,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Advanced Sensor and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cascade; Systems engineering; Aeronautics; Engineering; Computer science; Aerospace engineering; Control 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002449313,0.0003316702,0.0002065928,0.001307222,0.0009325885,0.001070897,0.0007230438,0.0005205143,0.003929574],"category_scores_gemma":[0.005822813,0.0001540763,0.0002852959,0.000596927,0.0004703991,0.0007823567,0.001356669,0.0007641496,0.0004624579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001942747,"about_ca_system_score_gemma":0.006463618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003051713,"about_ca_topic_score_gemma":0.003719459,"domain_scores_codex":[0.9974528,0.0004525335,0.0001530981,0.0003317193,0.001301177,0.000308601],"domain_scores_gemma":[0.9967223,0.0003756834,0.0002456361,0.0001608974,0.001678165,0.0008173287],"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":[0.0002374189,0.001761628,0.08547966,0.000407242,0.00002166728,0.000183737,0.002550907,0.007919594,0.02103379,0.04547606,0.01422277,0.8207054],"study_design_scores_gemma":[0.0003257273,0.007072117,0.5136373,0.0008012798,0.0002142184,0.001219043,0.006698342,0.1666058,0.1035321,0.05154575,0.148101,0.0002474059],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6725863,0.0009099435,0.2157586,0.004916515,0.0008724693,0.002152119,0.0002511231,0.001170148,0.1013828],"genre_scores_gemma":[0.9317851,0.0004504148,0.04782266,0.0002716496,0.0001083654,0.0004386424,0.0002160148,0.00003900654,0.01886803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003929574,"threshold_uncertainty_score":0.01409572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003323449213034029,"score_gpt":0.2982185067764557,"score_spread":0.2948950575634217,"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."}}