{"id":"W1580440216","doi":"","title":"Upper and lower bounds for pilot coverage in UMTS networks","year":2009,"lang":"en","type":"article","venue":"ORCA Online Research @Cardiff","topic":"Advanced Wireless Network Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"UMTS frequency bands; Upper and lower bounds; Computer science; Computer network; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009294272,0.004505622,0.004032114,0.005788207,0.001871055,0.008597601,0.003652922,0.002771714,0.01133952],"category_scores_gemma":[0.05830177,0.00191464,0.001548903,0.005710982,0.00421726,0.006033391,0.007166049,0.004553441,0.001581876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00466936,"about_ca_system_score_gemma":0.002501869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004456625,"about_ca_topic_score_gemma":0.003772423,"domain_scores_codex":[0.9919233,0.002608047,0.0002086399,0.0005413685,0.002459255,0.002259452],"domain_scores_gemma":[0.9324678,0.05801858,0.002001631,0.001875174,0.003954329,0.001682494],"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":[0.001608152,0.0002485478,0.001988266,0.001258685,0.0002973829,0.0003799688,0.000749913,0.6893045,0.007349043,0.1950139,0.01776629,0.08403531],"study_design_scores_gemma":[0.00007114872,0.0001780025,0.0009640537,0.0003600568,0.0001450749,0.000256321,0.0002474845,0.8889522,0.002191208,0.1028991,0.003667524,0.00006784735],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08018168,0.03323375,0.7882963,0.007426972,0.001027923,0.0002954911,0.002269626,0.001445536,0.08582267],"genre_scores_gemma":[0.8965684,0.01661969,0.07230312,0.00110824,0.002506468,0.0006922274,0.001117988,0.0005417527,0.008542192],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01133952,"threshold_uncertainty_score":0.04915339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02943120790381296,"score_gpt":0.3334504060704294,"score_spread":0.3040191981666164,"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."}}