{"id":"W2101899047","doi":"10.1109/icci.1992.227616","title":"Search operations on distributed directories","year":2003,"lang":"en","type":"article","venue":"","topic":"Distributed systems and fault tolerance","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Directory; Directory service; Computer science; Lightweight Directory Access Protocol; Service (business); Distributed database; Network topology; World Wide Web; Information retrieval; Data mining; Distributed computing; Computer network; Operating system","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":[0.000186503,0.00008666956,0.00009812975,0.0000298537,0.0001825956,0.0002499259,0.0003267548,0.00003323928,0.00005552466],"category_scores_gemma":[0.00005822879,0.00006787236,0.00003365162,0.0004062536,0.00002085267,0.000239391,0.00003008918,0.00007776985,0.0002190613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003253628,"about_ca_system_score_gemma":0.00005917453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004794244,"about_ca_topic_score_gemma":0.00001349718,"domain_scores_codex":[0.9991171,0.00007585165,0.0001361216,0.0002441454,0.0002143508,0.0002124462],"domain_scores_gemma":[0.9993513,0.00003478496,0.000009299079,0.0004246632,0.00009591373,0.00008401714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[6.999741e-7,0.00005356074,0.0003873538,0.000002292649,0.000005804115,0.000004876026,0.00008602702,0.001099422,0.0002346849,0.9912076,0.005893609,0.001024085],"study_design_scores_gemma":[0.001030508,0.0002649106,0.007849326,0.00005252085,0.000004627048,0.0000417978,0.0002185492,0.08459337,0.05937403,0.001763198,0.8440183,0.0007887883],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00878119,0.00004380824,0.9487724,0.0006202707,0.0005036643,0.0001160366,0.00003382517,0.0002157622,0.04091306],"genre_scores_gemma":[0.9917873,0.000003067437,0.005421999,0.0001674194,0.00002345185,0.0000158257,0.00001491656,0.000003623301,0.00256238],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9894444,"threshold_uncertainty_score":0.2815662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02142160189333437,"score_gpt":0.2658318600475108,"score_spread":0.2444102581541764,"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."}}