{"id":"W1997274385","doi":"10.1145/1143549.1143689","title":"SLPManet","year":2006,"lang":"en","type":"article","venue":"","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Service discovery; Computer science; Computer network; Latency (audio); Mobile ad hoc network; Protocol (science); Distributed computing; Service (business); Bandwidth (computing); Wireless ad hoc network; Web service; World Wide Web; Wireless; Operating system; 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":[0.00003295365,0.00002467527,0.00002391619,0.00001974604,0.00002418904,0.00006012237,0.0001996224,0.000008420119,0.00001492311],"category_scores_gemma":[0.000001112232,0.00002006701,0.00001706291,0.00005411473,0.000004035287,0.0001257782,0.00004392599,0.00001998257,0.0002548614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003776569,"about_ca_system_score_gemma":0.000004551677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004710485,"about_ca_topic_score_gemma":0.00002165982,"domain_scores_codex":[0.9997503,0.000003685188,0.00003811159,0.00008174984,0.00005926481,0.00006686624],"domain_scores_gemma":[0.9998156,0.000008073761,0.00000664925,0.0001518383,0.000009490395,0.00000831168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[3.398205e-7,0.0000180383,0.0009859203,6.953553e-7,0.00000104326,0.00001025599,0.00000515259,0.00005770678,0.001494878,0.9341322,0.05519342,0.008100322],"study_design_scores_gemma":[0.0008414024,0.00008991439,0.04546675,0.00001157465,0.00000569509,0.0001071994,0.00001556171,0.4987189,0.004147185,0.1133756,0.3365208,0.0006994675],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05664826,0.00008526037,0.599674,0.001339684,0.0002684201,0.00002466232,1.487612e-7,0.0004279042,0.3415317],"genre_scores_gemma":[0.9869953,3.90771e-7,0.002607012,0.0005670201,0.00005567673,7.13302e-7,4.62757e-7,9.608679e-7,0.009772455],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.930347,"threshold_uncertainty_score":0.3275813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004667715765035898,"score_gpt":0.1644566972916813,"score_spread":0.1597889815266454,"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."}}