{"id":"W2754541312","doi":"10.5539/cis.v10n4p16","title":"Realization of Dynamic Interface and High Performance Data Retrieval","year":2017,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Interface (matter); Realization (probability); Data retrieval; XML; Computer data storage; Database; Function (biology); Storage model; XML database; Information retrieval; User interface; XML framework; Computer hardware; Operating system","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0003912717,0.0000657503,0.00008128089,0.0001156887,0.00053474,0.0004664632,0.001554917,0.00001995778,5.500311e-7],"category_scores_gemma":[0.00004132815,0.00005959784,0.000005155363,0.0002080538,0.000364095,0.01406163,0.001624043,0.00004815337,0.000002245652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001396778,"about_ca_system_score_gemma":0.00005584335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005206909,"about_ca_topic_score_gemma":1.94431e-7,"domain_scores_codex":[0.9992305,0.000005383297,0.000220728,0.0002069326,0.0002334775,0.0001029974],"domain_scores_gemma":[0.9985616,0.0000241966,0.0002555576,0.0008881134,0.0002180079,0.0000525091],"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":[0.000005167414,0.00001052387,0.0003150586,0.0000396778,0.000002469575,8.754927e-8,0.0004339528,0.0005379464,0.000422921,0.3293743,0.00007632283,0.6687816],"study_design_scores_gemma":[0.0001088228,0.0000447053,0.07903286,0.00002350832,0.000001172456,0.00001116285,0.000004037785,0.9149824,0.0009740253,0.003604932,0.001139945,0.00007236267],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06699988,0.00001396128,0.9319963,0.0003511309,0.00009019572,0.0001005874,0.000007619089,0.00004616547,0.0003941913],"genre_scores_gemma":[0.8432565,0.0001599116,0.1564598,0.000099219,0.00000865341,0.000001339118,0.000008581424,0.000001127797,0.000004940156],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9144445,"threshold_uncertainty_score":0.9997282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02429699028800511,"score_gpt":0.3255835571173245,"score_spread":0.3012865668293194,"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."}}