{"id":"W3175104038","doi":"10.1155/2021/5581259","title":"Evaluation of Congestion Aware Social Metrics for Centrality‐Based Routing","year":2021,"lang":"en","type":"article","venue":"Wireless Communications and Mobile Computing","topic":"Opportunistic and Delay-Tolerant Networks","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Computer science; Centrality; Routing (electronic design automation); Computer network; Statistics","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":[0.001954329,0.0000999936,0.000210415,0.00006758612,0.0005620942,0.0001021982,0.0004915124,0.00007694507,0.000002328159],"category_scores_gemma":[0.00004283446,0.0001119374,0.0000707229,0.0004585173,0.00008528453,0.0001107658,0.0004024832,0.0001228637,2.8077e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005753604,"about_ca_system_score_gemma":0.0003497535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001536048,"about_ca_topic_score_gemma":0.000008906058,"domain_scores_codex":[0.9984756,0.0003846483,0.000383944,0.0002407606,0.0003260742,0.000189003],"domain_scores_gemma":[0.9969563,0.0007337746,0.0002668314,0.0006967948,0.001293999,0.0000523405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001844587,0.0001176147,0.0004789946,0.00003122295,0.00002371004,3.396207e-7,0.0006347738,0.001351722,0.0001229777,0.02509162,0.00004169628,0.9721035],"study_design_scores_gemma":[0.0005947506,0.00002765888,0.000475186,0.00006373409,0.00006869267,0.000003469913,0.0003161156,0.9968563,0.00018141,0.0006645547,0.000632317,0.0001158374],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05616804,0.001156108,0.9413794,0.0004627579,0.0001298671,0.0003276108,0.00001241185,0.000056871,0.0003069434],"genre_scores_gemma":[0.9629082,0.00007671322,0.03676192,0.0000725416,0.00004209394,0.00003899297,0.00008589289,0.000007610216,0.000006025953],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9955046,"threshold_uncertainty_score":0.4564675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1059328680449989,"score_gpt":0.3515645144119113,"score_spread":0.2456316463669125,"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."}}