{"id":"W2062674546","doi":"10.1007/s11276-010-0287-6","title":"Novel algorithms for the network lifetime problem in wireless settings","year":2010,"lang":"en","type":"article","venue":"Wireless Networks","topic":"Mobile Ad Hoc Networks","field":"Computer Science","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Wireless network; Wireless ad hoc network; Algorithm; Wireless; Transmission (telecommunications); Wireless sensor network; Energy (signal processing); Computer network; Telecommunications; Mathematics","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":[0.005958749,0.002445412,0.002646447,0.002866262,0.001759754,0.003444937,0.007029321,0.003867883,0.007576786],"category_scores_gemma":[0.02741885,0.00134537,0.001512577,0.003755555,0.002052113,0.01141993,0.005528308,0.005495283,0.001591798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003150867,"about_ca_system_score_gemma":0.002553786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002087437,"about_ca_topic_score_gemma":0.003418129,"domain_scores_codex":[0.9969902,0.001056365,0.000175096,0.0006699429,0.0008073498,0.0003010658],"domain_scores_gemma":[0.9844059,0.0113017,0.001032212,0.001460645,0.001279977,0.0005196185],"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":[0.0003573972,0.0004884949,0.001048461,0.0005319281,0.0001294867,0.0001411651,0.0003954812,0.3844007,0.002017032,0.2816423,0.02731674,0.3015308],"study_design_scores_gemma":[0.00009305319,0.00004922962,0.0001035594,0.00004211274,0.0000297417,0.0001212356,0.00006007289,0.8823462,0.0003788522,0.1129669,0.003784734,0.00002427444],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003028359,0.0007590594,0.9927709,0.0005056124,0.0001824108,0.0001220148,0.00008914921,0.0003442492,0.002198303],"genre_scores_gemma":[0.1059807,0.001816029,0.8821189,0.0005370168,0.000881133,0.0008487651,0.0005792679,0.0004290267,0.006809026],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007576786,"threshold_uncertainty_score":0.03151327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01003714670304063,"score_gpt":0.2334820884078254,"score_spread":0.2234449417047848,"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."}}