{"id":"W2119791508","doi":"10.1109/icccn.2008.ecp.96","title":"Energy Aware Provisioning in Solar Powered WLAN Mesh Networks","year":2008,"lang":"en","type":"article","venue":"","topic":"Energy Harvesting in Wireless Networks","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Computer science; Provisioning; Computer network; Wireless mesh network; Node (physics); Distributed computing; Mesh networking; Resource (disambiguation); Wireless; Wireless network; Engineering; Telecommunications","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":[0.0001108657,0.0002251079,0.000242772,0.0001195251,0.00008913329,0.00002735457,0.0002205511,0.0002030148,0.00008664273],"category_scores_gemma":[0.00001436759,0.00022611,0.00005342333,0.0003691201,0.00003787087,0.0001666757,0.00005950335,0.000316242,0.00001010574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008175275,"about_ca_system_score_gemma":0.0000212211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001986521,"about_ca_topic_score_gemma":0.0004026167,"domain_scores_codex":[0.9987217,0.00003699716,0.0003228429,0.000248458,0.0001625972,0.0005074152],"domain_scores_gemma":[0.9994253,0.0001064431,0.00002822096,0.0003015116,0.00002735978,0.0001111767],"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":[0.00000464939,0.00001916556,0.007268977,0.00001127335,0.00001940071,0.000143799,0.0001010217,0.9810469,0.0001451537,0.001172426,0.003330783,0.006736504],"study_design_scores_gemma":[0.0002795998,0.00001788003,0.002382053,0.00008861277,0.000002634678,0.0000386946,0.00001987407,0.9938466,0.0003077617,0.00004075884,0.002675768,0.000299766],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.179312,0.001507959,0.7681096,0.00005736244,0.001415367,0.0001710243,0.000001872462,0.002791611,0.04663314],"genre_scores_gemma":[0.9961002,0.000430845,0.001993488,0.00009971066,0.0002405125,0.00002405687,0.00002256076,0.00007989896,0.001008752],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8167881,"threshold_uncertainty_score":0.9220501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008736923821254934,"score_gpt":0.1854421847130003,"score_spread":0.1767052608917454,"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."}}