{"id":"W4412985339","doi":"10.1109/tce.2025.3595874","title":"Zero SolarWing: A Net-Zero Solar Wind-Powered UAV-Enabled RIS System for URLLC Services in 6G Compute First Networks","year":2025,"lang":"en","type":"article","venue":"IEEE Transactions on Consumer Electronics","topic":"UAV Applications and Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Algoma University; Brandon University; École de Technologie Supérieure","funders":"","keywords":"Zero (linguistics); Net (polyhedron); Computer science; Electrical engineering; Engineering; Electronic engineering; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001980979,0.0003297071,0.0003784026,0.0003335946,0.0003855447,0.0001260208,0.0002804468,0.0002911771,0.00001272001],"category_scores_gemma":[0.000001352145,0.0003823774,0.0001440039,0.0008715625,0.0000283596,0.0001943298,0.000002412693,0.0005026436,0.00001482095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004998428,"about_ca_system_score_gemma":0.0001108328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000801985,"about_ca_topic_score_gemma":0.0010707,"domain_scores_codex":[0.9982678,0.00003592869,0.0005124527,0.0004022705,0.0001294542,0.0006520685],"domain_scores_gemma":[0.9990913,0.0001928498,0.00006712714,0.0004560154,0.0001123631,0.00008037326],"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":[0.00006337582,0.0001220787,0.0000416569,0.0003274434,0.000225433,0.000001015601,0.00009722739,0.9916087,0.0001975876,0.0004326858,0.0003260886,0.006556739],"study_design_scores_gemma":[0.001444092,0.00006771676,0.00003921069,0.0002081195,0.0001733084,0.00000467835,0.00003812446,0.9760842,0.002997701,0.0001143465,0.01849649,0.0003320042],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005567085,0.002536647,0.9891334,0.000118155,0.0006405151,0.001079764,0.00004005346,0.0005542939,0.0003301378],"genre_scores_gemma":[0.9952155,0.001088535,0.002885339,0.00009066716,0.00002410851,0.0003966207,0.00004635757,0.00007331133,0.000179574],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9896484,"threshold_uncertainty_score":0.9998628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004542948158241054,"score_gpt":0.1991946080042465,"score_spread":0.1946516598460054,"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."}}