{"id":"W2050890440","doi":"10.1504/ijwgs.2010.032189","title":"User profile management: reference model and web services implementation","year":2010,"lang":"en","type":"article","venue":"International Journal of Web and Grid Services","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University","funders":"","keywords":"Computer science; Web service; Personalization; World Wide Web; Reference model; Database; Software engineering","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":[0.0002803808,0.0001846169,0.0001817737,0.0004075218,0.0001299151,0.0006464267,0.001329841,0.00006916066,0.00004768229],"category_scores_gemma":[7.178811e-7,0.0001530725,0.00004825179,0.0001682341,0.00003269452,0.001474542,0.0005109903,0.0002805455,0.00000880862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001276025,"about_ca_system_score_gemma":0.00005946711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002158164,"about_ca_topic_score_gemma":0.004022148,"domain_scores_codex":[0.998457,0.00003112723,0.0004410423,0.0002930202,0.0005747373,0.000203055],"domain_scores_gemma":[0.9987643,0.00004434147,0.0004117358,0.0002148355,0.0004202291,0.0001444931],"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":[0.0007141292,0.0007801515,0.09151185,0.002375676,0.002293858,0.0005169551,0.02740344,0.001195193,0.1791944,0.3433345,0.001080754,0.3495991],"study_design_scores_gemma":[0.01041721,0.0006974202,0.1162001,0.001015497,0.0003276827,0.001882134,0.00871908,0.4763528,0.008819747,0.03915212,0.3346082,0.001808077],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924124,0.0002933169,0.0006009977,0.002558717,0.001250367,0.0001217594,0.00004455423,0.00004240367,0.002675431],"genre_scores_gemma":[0.9779931,0.0007373744,0.01852172,0.002140496,0.0004809544,0.000006640328,0.0000232936,0.00001168785,0.00008473873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4751576,"threshold_uncertainty_score":0.6242116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005661400401957659,"score_gpt":0.2638938983547333,"score_spread":0.2582324979527756,"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."}}