{"id":"W2137616448","doi":"10.1145/1242572.1242795","title":"Discovering the best web service","year":2007,"lang":"en","type":"article","venue":"","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":300,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Web service; WS-I Basic Profile; Computer science; World Wide Web; Interoperability; Service (business); WS-Policy; Devices Profile for Web Services; SOAP; Ranking (information retrieval); Service discovery; Quality of service; Service-oriented architecture; Services computing; Provisioning; Web development; Web application security; Information retrieval; 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":[0.000347822,0.0001278361,0.00008461551,0.00006254216,0.0002130313,0.000183818,0.001584603,0.00003644796,0.00002526481],"category_scores_gemma":[0.000002306013,0.00007355277,0.0000443415,0.0008219817,0.00001492191,0.0003840188,0.0005145273,0.0001433953,0.0002928794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001259346,"about_ca_system_score_gemma":0.00003429348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007149648,"about_ca_topic_score_gemma":0.00728174,"domain_scores_codex":[0.9989065,0.00002096915,0.0001694701,0.0002774227,0.0002696111,0.0003560573],"domain_scores_gemma":[0.9989312,0.0001623579,0.00004547147,0.0007127965,0.00006243364,0.00008575109],"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":[0.00004582405,0.000336082,0.01152312,0.0001560759,0.0001364117,0.0001107947,0.02658717,0.001613228,0.02371753,0.7705683,0.0008214628,0.164384],"study_design_scores_gemma":[0.001696591,0.0003021832,0.0277283,0.0001697067,0.00005738281,0.0002896627,0.01249539,0.1215875,0.06293714,0.01482419,0.7562454,0.001666512],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4453565,0.0002039039,0.397166,0.01559397,0.0008521923,0.0002046252,0.000001295504,0.0003938089,0.1402277],"genre_scores_gemma":[0.9745292,0.000007500872,0.008193034,0.01671829,0.0002046164,0.000003767736,0.000001234009,0.000008603822,0.0003337395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7557441,"threshold_uncertainty_score":0.4063382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01027727214308386,"score_gpt":0.2363219899375458,"score_spread":0.226044717794462,"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."}}