{"id":"W2162251555","doi":"10.1007/978-3-540-77010-7_27","title":"Web Service Search: Who, When, What, and How","year":2007,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Web service; World Wide Web; Computer science; WS-Policy; Service (business); Web standards; Web modeling; Service-oriented architecture; Service design; Web development; Data Web; Point (geometry); Service delivery framework; Web application security; Business; Marketing; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001316628,0.0007151479,0.00127168,0.001679755,0.001090594,0.008386574,0.001038979,0.002531125,0.01077523],"category_scores_gemma":[0.004459194,0.0005235955,0.0006067118,0.004843844,0.002303343,0.01435534,0.001364702,0.002164931,0.00708983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002396132,"about_ca_system_score_gemma":0.0035024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01123257,"about_ca_topic_score_gemma":0.01183731,"domain_scores_codex":[0.9987693,0.0002663958,0.00006777295,0.0001575633,0.0005428145,0.0001960935],"domain_scores_gemma":[0.998346,0.0009155449,0.00008122595,0.0001477573,0.0003552402,0.0001541959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001170746,0.0001035672,0.001603715,0.0008683468,0.0000568422,0.0001305169,0.001997162,0.001759807,0.002347414,0.3691254,0.1256257,0.4962644],"study_design_scores_gemma":[0.00003188621,0.00005369123,0.001451103,0.0009531959,0.00008231497,0.0007801442,0.002447147,0.01958265,0.002644085,0.4341694,0.5377216,0.00008281552],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03692799,0.1915318,0.2362205,0.07551017,0.003027366,0.000266713,0.001052822,0.00390404,0.4515586],"genre_scores_gemma":[0.3943281,0.1395482,0.1103493,0.009606546,0.003411809,0.0001855944,0.002569799,0.001981078,0.3380196],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01123257,"threshold_uncertainty_score":0.03604674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02745160308922201,"score_gpt":0.248774213707506,"score_spread":0.221322610618284,"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."}}