{"id":"W2148158683","doi":"10.1002/0471224561.ch4","title":"Channel Assignment and Graph Multicoloring","year":2002,"lang":"en","type":"other","venue":"","topic":"graph theory and CDMA systems","field":"Engineering","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Base station; Graph; Channel (broadcasting); Interference (communication); Base (topology); Computer science; Frequency reuse; Reuse; Topology (electrical circuits); Mathematics; Algorithm; Combinatorics; Theoretical computer science; Computer network; Engineering","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":[0.000570154,0.001314989,0.0009188333,0.001592516,0.001433851,0.002724365,0.001752861,0.0008632104,0.01479411],"category_scores_gemma":[0.004005641,0.0004588558,0.0005645268,0.003901416,0.001604403,0.003478198,0.002001459,0.002340784,0.002876701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003116821,"about_ca_system_score_gemma":0.00154485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006073226,"about_ca_topic_score_gemma":0.006942652,"domain_scores_codex":[0.9988638,0.0002413925,0.00003108313,0.0002918981,0.0003642438,0.0002075893],"domain_scores_gemma":[0.9975638,0.00116072,0.0002366471,0.0005188781,0.0003912367,0.0001286425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001133366,0.0001022621,0.0005017361,0.0003708097,0.00004048008,0.0001233542,0.0001490753,0.113745,0.002791339,0.6429767,0.04454106,0.1945448],"study_design_scores_gemma":[0.00003269661,0.00003824087,0.0004201815,0.00009801031,0.00003244368,0.0003173566,0.0001311185,0.2340073,0.003640245,0.6820998,0.07914942,0.00003332544],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.02851275,0.008578405,0.8130241,0.003273502,0.0007981717,0.0001992113,0.001061492,0.002131009,0.1424213],"genre_scores_gemma":[0.4375835,0.0130831,0.4464054,0.001213204,0.0007632376,0.0003521202,0.002313823,0.000953233,0.09733248],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01479411,"threshold_uncertainty_score":0.04949123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009913741816565786,"score_gpt":0.1704579556576848,"score_spread":0.160544213841119,"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."}}