{"id":"W95507361","doi":"","title":"Taxonomy-Based Routing Indices for Peer-to-Peer Networks.","year":2004,"lang":"en","type":"article","venue":"","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Robustness (evolution); File sharing; Peer-to-peer; Limiting; Web query classification; Information retrieval; Taxonomy (biology); Key (lock); Web search query; Data mining; Computer network; World Wide Web; The Internet; Search engine; Computer security","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":[0.003246079,0.0008272467,0.001492862,0.003484676,0.002472976,0.003252912,0.002600066,0.001877357,0.003537804],"category_scores_gemma":[0.01809565,0.0005542334,0.0007740408,0.004715121,0.0008364103,0.007197133,0.001944541,0.001775019,0.002483991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002476649,"about_ca_system_score_gemma":0.002994431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00467391,"about_ca_topic_score_gemma":0.009328071,"domain_scores_codex":[0.9976223,0.0007181222,0.0002659151,0.0002334196,0.001036767,0.0001234863],"domain_scores_gemma":[0.9933999,0.002208952,0.0007356796,0.001722409,0.001692262,0.0002408453],"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":[0.0002094274,0.0002030426,0.002148199,0.0007055193,0.000108483,0.0001766951,0.0005163716,0.1120069,0.007560049,0.3788244,0.03897482,0.4585661],"study_design_scores_gemma":[0.00006437863,0.0002641511,0.0009569897,0.0001896269,0.00009977151,0.0007331507,0.0002590007,0.6510759,0.00562215,0.2483982,0.0921879,0.0001487611],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007012206,0.002155005,0.9810658,0.0005632536,0.0003536675,0.0004477453,0.0006142468,0.001700285,0.006087844],"genre_scores_gemma":[0.09608241,0.002037434,0.8947355,0.0001433232,0.000205756,0.0006170442,0.001522732,0.0001887562,0.004467075],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00467391,"threshold_uncertainty_score":0.01796943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03397383491556725,"score_gpt":0.263387912553525,"score_spread":0.2294140776379578,"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."}}