{"id":"W7038734588","doi":"","title":"Interference-aware resource allocation in high-density WLANs","year":2016,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Wireless Networks and Protocols","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Throughput; Channel (broadcasting); Channel allocation schemes; Resource allocation; Key (lock); Resource management (computing); Interference (communication); Access control; Asynchronous communication; Collision","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001173924,0.0008191885,0.0008635288,0.0005545284,0.0006984384,0.0002813437,0.0025976,0.001051878,0.0001025103],"category_scores_gemma":[0.0002147981,0.0007563432,0.0002562156,0.0009032032,0.00005087883,0.00130454,0.0004427164,0.00162246,0.0004068813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007470002,"about_ca_system_score_gemma":0.000113397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007005086,"about_ca_topic_score_gemma":0.004462562,"domain_scores_codex":[0.9947587,0.0006684051,0.001077082,0.001710104,0.0008422969,0.0009433688],"domain_scores_gemma":[0.9965455,0.0003488601,0.0007141786,0.001666968,0.0003969303,0.0003275524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002589561,0.0002267543,0.0001650441,0.0003154434,0.00008796372,0.000140185,0.00004113894,0.000066605,0.005603995,0.2370196,0.00005760582,0.7560167],"study_design_scores_gemma":[0.009814286,0.001916055,0.05484791,0.01920507,0.0002590278,0.0001537343,0.0005071266,0.003678885,0.2341947,0.4091146,0.2549035,0.01140518],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8952897,0.000219628,0.0005543231,0.0003784535,0.003974338,0.01197343,0.0005736377,0.001448382,0.08558813],"genre_scores_gemma":[0.9892634,0.00007670218,0.000943979,0.0003093655,0.0001280794,0.001991831,0.0004236716,0.0001168586,0.006746101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7446115,"threshold_uncertainty_score":0.9994888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01643413456842093,"score_gpt":0.2447949991265737,"score_spread":0.2283608645581528,"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."}}