{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"61ef4ffcf44c","filters":{"venue":"Proceedings/Proceedings - Symposium on Reliable Distributed Systems"}},"results":[{"id":"W2137347515","doi":"10.1109/srds.2006.46","title":"Topology Sensitive Replica Selection","year":2006,"lang":"en","type":"article","venue":"Proceedings/Proceedings - Symposium on Reliable Distributed Systems","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Replica; Computer science; Node (physics); Distributed computing; Replicate; Network topology; Reliability (semiconductor); Peer-to-peer; Computer network; Topology (electrical circuits); Selection (genetic algorithm); Engineering; Mathematics","authors":[{"name":"Dmitry Brodsky","is_ca":true},{"name":"Michael J. Feeley","is_ca":true},{"name":"Norman C. Hutchinson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007874852410155642,"gpt":0.2189232530705701,"spread":0.2110484006604145,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001168613,0.0008873025,0.0009951566,0.0008432274,0.000778479,0.001492657,0.002094622,0.0007397649,0.000004545005],"category_scores_gemma":[0.0002452202,0.0008856314,0.000209583,0.004237132,0.0001671973,0.001176593,0.0007178881,0.0008714061,0.0003121205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001053768,"about_ca_system_score_gemma":0.000107489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005189999,"about_ca_topic_score_gemma":0.000004037148,"domain_scores_codex":[0.9933417,0.00001548399,0.001218542,0.002383723,0.001188152,0.001852381],"domain_scores_gemma":[0.9961172,0.0001011961,0.0007471108,0.0005059792,0.002159069,0.0003694772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001196465,0.0002790543,0.005897384,0.0002265929,0.00008909799,0.00002430816,0.0002483632,0.002305174,0.1034223,0.4266288,0.46057,0.0001891426],"study_design_scores_gemma":[0.002950456,0.00383911,0.005023574,0.001447432,0.0002083094,0.002355217,0.002606803,0.1814844,0.2928098,0.01060705,0.4916474,0.005020436],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6105461,0.0004618056,0.1230455,0.04936434,0.006383606,0.007269013,0.0003227215,0.02354172,0.1790652],"genre_scores_gemma":[0.9914383,0.00002243779,0.003914862,0.0004369311,0.001043526,0.0006243313,0.00006307943,0.00009531235,0.00236126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4160218,"threshold_uncertainty_score":0.9995439,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}