{"id":"W646794579","doi":"","title":"PCS Wireless Communications Network","year":2005,"lang":"en","type":"article","venue":"12th World Congress on Intelligent Transport SystemsITS AmericaITS JapanERTICO","topic":"Power Line Communications and Noise","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software deployment; Computer network; Computer science; Personal Communications Service; Telecommunications; Wireless; Cellular network; Access network; Wireless network; Service provider; Intelligent transportation system; Service (business); Engineering; Wi-Fi array; Transport 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003328815,0.0005332107,0.0007149808,0.0003220178,0.0003413488,0.00007570574,0.001729731,0.0001154062,0.0003191194],"category_scores_gemma":[0.00001133739,0.0005226422,0.0002427846,0.001105168,0.0002492536,0.000240528,0.00007915912,0.0006382222,0.000713656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002022621,"about_ca_system_score_gemma":0.00004313061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009099409,"about_ca_topic_score_gemma":0.001020912,"domain_scores_codex":[0.9970139,0.0001266145,0.00122239,0.0004247279,0.0004353138,0.0007770463],"domain_scores_gemma":[0.9962141,0.0003182185,0.0001822299,0.00276105,0.000174726,0.0003496661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002942713,0.00225029,0.0274295,0.0008260006,0.002137061,0.0000739891,0.004281512,0.587644,0.002883072,0.05314332,0.07910102,0.239936],"study_design_scores_gemma":[0.0004356674,0.00008035249,0.002720262,0.0008463653,0.0001597623,0.00002376187,0.0001950635,0.08572622,0.003492716,0.00003179263,0.9052421,0.001045956],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4929458,0.04313428,0.03544778,0.01242621,0.0147006,0.006837211,0.000536588,0.01156006,0.3824115],"genre_scores_gemma":[0.9910994,0.002124245,0.001155427,0.0005227135,0.0003831792,0.000280984,0.0001349193,0.0001329163,0.004166229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8261411,"threshold_uncertainty_score":0.9997225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02434998991430901,"score_gpt":0.252292118751953,"score_spread":0.227942128837644,"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."}}