{"id":"W2018269190","doi":"10.1109/ficloud.2014.34","title":"Social Network-Based Framework for Web Services Discovery","year":2014,"lang":"en","type":"article","venue":"","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"World Wide Web; Computer science; Web service; Web modeling; Services computing; WS-Policy; Web development; Web 2.0; Web standards; The Internet; Context (archaeology); Social network (sociolinguistics); Social Semantic Web; WS-I Basic Profile; Social web; Web application security; Web intelligence; Social media","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":[0.003156652,0.001005071,0.001119669,0.004682014,0.002263049,0.003165959,0.002733235,0.002053983,0.004062552],"category_scores_gemma":[0.005041246,0.000555884,0.002099686,0.003944262,0.002377554,0.004905999,0.002518066,0.001936982,0.001222913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003642929,"about_ca_system_score_gemma":0.002913006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01634962,"about_ca_topic_score_gemma":0.01482561,"domain_scores_codex":[0.9967831,0.00150325,0.0001555906,0.0004317066,0.0009253806,0.0002009958],"domain_scores_gemma":[0.9983245,0.0008646198,0.00015661,0.0001854323,0.0003275684,0.0001413335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003149682,0.00005699967,0.0005576733,0.0001232733,0.00007884173,0.0003145158,0.0002989786,0.1048413,0.0007243126,0.8704054,0.003498423,0.01906885],"study_design_scores_gemma":[0.00001879202,0.00002481616,0.0001915839,0.00003664794,0.00004093281,0.0001612458,0.0001321806,0.7011443,0.0003283601,0.2737567,0.02413231,0.00003215562],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002907223,0.0006316425,0.9845862,0.00101361,0.0001219469,0.0002083568,0.0001895358,0.0003393304,0.01000208],"genre_scores_gemma":[0.263036,0.002126161,0.7185987,0.0003891703,0.0003939671,0.001040657,0.0006777525,0.0001434206,0.01359412],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01634962,"threshold_uncertainty_score":0.03250891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008239087551585075,"score_gpt":0.2489588558706501,"score_spread":0.2407197683190651,"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."}}