{"id":"W2059916126","doi":"10.3166/isi.10.5.9-38","title":"On-Mobile Query Processing Incorporating Multiple Non-Collaborative Servers","year":2005,"lang":"fr","type":"article","venue":"Ingénierie des systèmes d information","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Query optimization; Server; Query expansion; Database; Information retrieval; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0008449444,0.0004193797,0.0003822458,0.0003724346,0.0009072024,0.001758658,0.0005682594,0.0002555513,0.00002663019],"category_scores_gemma":[0.0003920243,0.0004487507,0.000140493,0.001210104,0.0002556114,0.0155553,0.0002190001,0.0004555632,0.0007284166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009385203,"about_ca_system_score_gemma":0.0006880533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004618457,"about_ca_topic_score_gemma":0.0001551277,"domain_scores_codex":[0.9972929,0.0001715677,0.001017284,0.0003449469,0.000571395,0.0006019502],"domain_scores_gemma":[0.9973029,0.0002287619,0.000859459,0.0004614737,0.0009513564,0.0001960455],"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":[0.00007897939,0.0001374566,0.0008525663,0.0006751561,0.00005568132,0.00001400826,0.0381005,0.08188944,0.0002527969,0.009134533,0.002717195,0.8660917],"study_design_scores_gemma":[0.001068328,0.0004385832,0.0007822468,0.001881465,0.0000279088,0.00006445152,0.00439693,0.9760474,0.001234546,0.00142136,0.01195549,0.0006812881],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5811718,0.003222967,0.3821917,0.001205621,0.003070209,0.00150756,0.0001088935,0.0006206823,0.02690055],"genre_scores_gemma":[0.9877044,0.00005045161,0.009616044,0.001170047,0.0003743976,0.0001354575,0.00006691375,0.00002207964,0.0008602167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8941579,"threshold_uncertainty_score":0.9997965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01406791380636672,"score_gpt":0.2320066664807373,"score_spread":0.2179387526743706,"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."}}