{"id":"W2022630986","doi":"10.1109/lcn.2011.6115537","title":"Effective Web service discovery in mobile environments","year":2011,"lang":"en","type":"article","venue":"","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Service discovery; Computer science; Web service; Mobile Web; Mobile device; World Wide Web; Mobile computing; Service (business); Mobile technology; Service provider; Computer network; Business","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":[0.0001330185,0.0001716601,0.0001553857,0.0001370667,0.00004888308,0.00005885811,0.0009850166,0.00006025784,0.00006886846],"category_scores_gemma":[0.000001137282,0.0001375527,0.00004412068,0.0005540826,0.00001552657,0.0009658646,0.0005010088,0.0001406665,0.0003163115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003267256,"about_ca_system_score_gemma":0.00002206129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007495803,"about_ca_topic_score_gemma":0.00174177,"domain_scores_codex":[0.9987599,0.00008036703,0.0001798816,0.0004603102,0.0002023056,0.0003172185],"domain_scores_gemma":[0.9991983,0.00006965971,0.00005088323,0.0005921526,0.00001073262,0.00007824127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004623373,0.005709367,0.2393142,0.0005817264,0.000429531,0.0006089303,0.1901442,0.002132301,0.08320467,0.1680363,0.0004069313,0.3089696],"study_design_scores_gemma":[0.005714769,0.001486701,0.6459303,0.0002710134,0.00004924718,0.00007937007,0.003344645,0.04722271,0.2021319,0.02756623,0.06363896,0.002564175],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9186149,0.0001767208,0.04049592,0.0001731572,0.000353045,0.000622501,0.00000305483,0.0001528041,0.03940795],"genre_scores_gemma":[0.9908209,0.00001843471,0.005510033,0.00326344,0.00003177534,0.0001363303,0.000002841018,0.00001047357,0.0002057548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4066161,"threshold_uncertainty_score":0.5609236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007245126806443064,"score_gpt":0.1990562583911059,"score_spread":0.1918111315846628,"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."}}