{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000767295,0.0006109346,0.0005802427,0.001416597,0.001049738,0.002472134,0.001763604,0.001205948,0.006540501],"category_scores_gemma":[0.001800148,0.0003686206,0.000718864,0.001454827,0.0006809014,0.006196524,0.00183531,0.0008217256,0.001911467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007114497,"about_ca_system_score_gemma":0.001007679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00165459,"about_ca_topic_score_gemma":0.0005798742,"domain_scores_codex":[0.9986665,0.0001718607,0.0001403832,0.0002799788,0.0005944526,0.0001469103],"domain_scores_gemma":[0.9993613,0.00009758284,0.00004079621,0.0002061814,0.0002600661,0.00003406068],"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":[0.0003551602,0.0001810139,0.001548396,0.0005452525,0.00006779686,0.0007523289,0.001026163,0.009846743,0.09463967,0.5305567,0.0180287,0.3424521],"study_design_scores_gemma":[0.0002849335,0.0005519157,0.001774805,0.0001635147,0.0001925757,0.003868514,0.0009672068,0.271697,0.2185874,0.1817935,0.3198254,0.0002932007],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01491793,0.0009940689,0.9572501,0.0004622832,0.0002076816,0.0001012927,0.0001810215,0.002601967,0.02328377],"genre_scores_gemma":[0.4558446,0.002013826,0.510809,0.0004863419,0.0002830601,0.000591156,0.001423559,0.0004819452,0.02806643],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006540501,"threshold_uncertainty_score":0.02188015,"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."}}