{"id":"W4403410441","doi":"10.23977/cpcs.2024.080110","title":"5G Wireless Communication Technology Concepts and Related Applications","year":2024,"lang":"en","type":"article","venue":"Computing Performance and Communication systems","topic":"Telecommunications and Broadcasting Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wireless; Computer science; Telecommunications","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":[0.0003716888,0.0001642157,0.0002019575,0.0002827811,0.0005107914,0.000224047,0.0005987799,0.0001875828,0.000002300889],"category_scores_gemma":[0.000009523086,0.000165583,0.00002067508,0.0006818323,0.000333861,0.0002225666,0.0003011174,0.0004931101,0.00002500166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005197535,"about_ca_system_score_gemma":0.00001487311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001252688,"about_ca_topic_score_gemma":0.000002696071,"domain_scores_codex":[0.9990831,0.00005749647,0.0004080255,0.0001873723,0.0000775127,0.0001865033],"domain_scores_gemma":[0.9984473,0.0001968995,0.0000649175,0.001184019,0.00007148511,0.00003536457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002405668,0.00003142413,0.004658946,0.0008598096,0.0001341199,7.305661e-7,0.002059593,0.005220563,0.001176959,0.09667772,0.001222935,0.8879548],"study_design_scores_gemma":[0.0001702428,0.00002650553,0.001512394,0.0009725318,0.00002461874,0.0001733192,0.001490775,0.9322959,0.0002366308,0.0007753219,0.06202822,0.0002935377],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.859586,0.1236214,0.004728392,0.0007015846,0.0001324313,0.0005214697,0.00000529516,0.004110155,0.006593254],"genre_scores_gemma":[0.9777333,0.01977611,0.002168302,0.000006973963,0.00001352246,0.0001397958,0.00003460643,0.00003022044,0.00009717581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9270753,"threshold_uncertainty_score":0.6752277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009699307571330707,"score_gpt":0.2435503490809495,"score_spread":0.2338510415096188,"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."}}