{"id":"W2113453198","doi":"10.1109/mitp.2008.59","title":"Toward Quality-Driven Web Service Discovery","year":2008,"lang":"en","type":"article","venue":"IT Professional","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Web service; Computer science; Service discovery; Service provider; Service delivery framework; Service level objective; Service design; World Wide Web; Service (business); WS-Policy; Business service provider; Customer Service Assurance; Key (lock); Web application security; Business; Web development; Computer security; Marketing","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":[0.0002152509,0.0002339129,0.0002482957,0.0001214421,0.0004139076,0.00008043803,0.001605481,0.0001225221,0.00007949064],"category_scores_gemma":[0.00001012953,0.0001799965,0.0001065605,0.0006748225,0.00004402313,0.001141375,0.0008813006,0.0003526056,0.0003760179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003151349,"about_ca_system_score_gemma":0.0004486328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001700234,"about_ca_topic_score_gemma":0.0002604395,"domain_scores_codex":[0.9976781,0.0002086335,0.0003762245,0.000566563,0.0007329828,0.0004374722],"domain_scores_gemma":[0.9985926,0.0002260571,0.000151714,0.0006911305,0.0001708143,0.0001676958],"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":[0.0005822676,0.003321553,0.08859301,0.001669502,0.0005372249,0.00114591,0.1673086,0.001537073,0.07838798,0.5557264,0.08655725,0.01463319],"study_design_scores_gemma":[0.007616659,0.0004997617,0.2569779,0.001473085,0.00006203102,0.001085032,0.005602675,0.05468309,0.01407382,0.03338113,0.6203659,0.004178935],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8989294,0.0002060972,0.02173255,0.06586356,0.00316081,0.0003513717,0.00003021071,0.0004783398,0.009247664],"genre_scores_gemma":[0.9584996,0.00001758579,0.009370551,0.02906467,0.0003752521,0.00003790997,0.00003204882,0.00001725527,0.002585163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5338086,"threshold_uncertainty_score":0.7340046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05127445499993508,"score_gpt":0.3094982452829471,"score_spread":0.258223790283012,"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."}}