{"id":"W2074982499","doi":"10.1007/s004530010067","title":"Static Frequency Assignment in Cellular Networks","year":2001,"lang":"en","type":"article","venue":"Algorithmica","topic":"graph theory and CDMA systems","field":"Engineering","cited_by":90,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Frequency assignment; Theory of computation; Mathematics; Combinatorics; Graph; Vertex (graph theory); Vertex connectivity; Discrete mathematics; Integer (computer science); Algorithm; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0001656229,0.0001203779,0.0001418219,0.00007195814,0.0000250796,0.00001793866,0.0001200665,0.0000682613,0.0001362045],"category_scores_gemma":[0.000003520403,0.0001217804,0.00003777547,0.0002326783,0.00001768983,0.00007075986,0.000009642783,0.0001510087,0.00008017796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005640128,"about_ca_system_score_gemma":0.000004574591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002782838,"about_ca_topic_score_gemma":0.000009614278,"domain_scores_codex":[0.9992325,0.00004354401,0.0002124293,0.0001253994,0.00009803713,0.0002880614],"domain_scores_gemma":[0.9996888,0.00003599998,0.00001582223,0.0001889621,0.000007482756,0.00006292728],"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":[0.00003361873,0.000406309,0.01480589,0.0002610974,0.0003719167,0.002128646,0.002784652,0.7258879,0.02335358,0.03369351,0.008119614,0.1881533],"study_design_scores_gemma":[0.001205997,0.0001094009,0.002430158,0.0001710812,0.00003059577,0.00005739021,0.0004811016,0.9473156,0.003648649,0.02673816,0.01693081,0.0008810206],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4755813,0.002298828,0.4903247,0.0001215587,0.001828216,0.0005097649,0.000007846699,0.0005683048,0.02875942],"genre_scores_gemma":[0.9991104,0.00005852367,0.0004838658,0.00003721525,0.0001125088,0.00003429942,0.00000818056,0.00002455515,0.0001304548],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5235291,"threshold_uncertainty_score":0.4966061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004934258321494517,"score_gpt":0.1739740494944223,"score_spread":0.1690397911729278,"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."}}