{"id":"W2140464563","doi":"10.1109/wise.2003.1254478","title":"Flexible interface matching for Web-service discovery","year":2004,"lang":"en","type":"article","venue":"","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":143,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Web service; Interoperation; World Wide Web; WS-Policy; Web modeling; Service discovery; Service (business); WS-I Basic Profile; Information retrieval; Database; Web development; Web application security; Web intelligence; Interoperability","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":[0.0001511649,0.0002004874,0.0001759019,0.000107758,0.0001789501,0.0004265749,0.001458397,0.00006019069,0.0000120915],"category_scores_gemma":[0.000002871551,0.0001607434,0.00009109873,0.0005439597,0.00001111888,0.001387068,0.0004838399,0.0001197708,0.0001167406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004063196,"about_ca_system_score_gemma":0.000114959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006478788,"about_ca_topic_score_gemma":0.001198467,"domain_scores_codex":[0.9986384,0.00001709502,0.0002318703,0.0004909752,0.000214436,0.0004072557],"domain_scores_gemma":[0.9990017,0.00009938623,0.00007096369,0.000636458,0.00009065533,0.0001008012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007660846,0.0002585635,0.00009637171,0.000347023,0.00009228871,0.000008418147,0.01021199,0.02425074,0.04993297,0.901164,0.0004003947,0.0131606],"study_design_scores_gemma":[0.005344029,0.0005539896,0.001279039,0.0004213391,0.00004856036,0.00009973742,0.002155717,0.02215967,0.3887634,0.491641,0.08590228,0.001631279],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1018989,0.0001148746,0.8809778,0.00916298,0.0005412792,0.0002635496,0.000005257082,0.000495889,0.006539499],"genre_scores_gemma":[0.8500647,0.000005570582,0.1373052,0.0118786,0.0001540664,0.00004379268,0.000006978698,0.00002132805,0.0005197778],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7481658,"threshold_uncertainty_score":0.6554924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01277056053583055,"score_gpt":0.2597388248617988,"score_spread":0.2469682643259682,"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."}}