{"id":"W2170096365","doi":"10.1016/j.tcs.2014.10.044","title":"On a class of covering problems with variable capacities in wireless networks","year":2014,"lang":"en","type":"article","venue":"Theoretical Computer Science","topic":"Mobile Ad Hoc Networks","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge; Queen's University","funders":"","keywords":"Class (philosophy); Variable (mathematics); Computer science; Wireless; Wireless network; Mathematics; Theoretical computer science; Computer network; Telecommunications; Artificial intelligence","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":[0.003439283,0.003893974,0.002708359,0.00189037,0.002390325,0.004180959,0.003235179,0.004355627,0.009617819],"category_scores_gemma":[0.0133668,0.001496121,0.003448127,0.004835053,0.003357033,0.007508385,0.003804113,0.004501251,0.001001453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003458317,"about_ca_system_score_gemma":0.001805735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004514859,"about_ca_topic_score_gemma":0.002666367,"domain_scores_codex":[0.9948899,0.002889286,0.0001614731,0.0006341956,0.0007143286,0.0007109539],"domain_scores_gemma":[0.9897805,0.008275802,0.0006134874,0.000531066,0.0003769286,0.0004221547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002066473,0.0002603751,0.0006525963,0.0004140756,0.0001834158,0.0004169528,0.0003236356,0.5881193,0.0008117713,0.3603502,0.01620983,0.03205132],"study_design_scores_gemma":[0.0001263865,0.0001235818,0.0002753467,0.0001184202,0.00004573455,0.0002773667,0.0001125219,0.6362726,0.0002582979,0.3502098,0.01214253,0.00003734515],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05291928,0.005342117,0.8853341,0.004684223,0.0004827041,0.0004919523,0.001082359,0.0004881165,0.04917519],"genre_scores_gemma":[0.6232471,0.01402991,0.3210733,0.002273425,0.00340306,0.001878459,0.002496948,0.0008038431,0.03079389],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009617819,"threshold_uncertainty_score":0.03217477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005265615106788304,"score_gpt":0.1913742510683054,"score_spread":0.1861086359615171,"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."}}