{"id":"W2070150067","doi":"10.1016/j.eswa.2012.04.070","title":"On the analysis of reputation for agent-based web services","year":2012,"lang":"en","type":"article","venue":"Expert Systems with Applications","topic":"Access Control and Trust","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Reputation; World Wide Web; Web service","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":[0.008965845,0.0008531631,0.002156961,0.002755832,0.001452119,0.004589507,0.002633256,0.002063865,0.004512765],"category_scores_gemma":[0.05118249,0.0006783428,0.001807907,0.001986367,0.004033204,0.008499911,0.0024542,0.002492949,0.0004539291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004185256,"about_ca_system_score_gemma":0.002063464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008573959,"about_ca_topic_score_gemma":0.004509596,"domain_scores_codex":[0.9938259,0.002967506,0.0003029086,0.0007833391,0.001323701,0.0007966913],"domain_scores_gemma":[0.9483641,0.03915484,0.003662352,0.003314792,0.004193439,0.001310468],"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":[0.000231801,0.0001746231,0.00473342,0.0002021891,0.0002402752,0.0004144293,0.0006691825,0.248534,0.00230588,0.7105456,0.002954553,0.02899403],"study_design_scores_gemma":[0.00001117631,0.00004100706,0.0009991094,0.00002045735,0.0000518059,0.0000886519,0.00008244893,0.8625327,0.0003098235,0.1350979,0.0007329184,0.0000319127],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1112718,0.002479598,0.8688526,0.002450323,0.0001341809,0.0001481123,0.0001040081,0.0002174601,0.01434195],"genre_scores_gemma":[0.96672,0.0007266327,0.02795831,0.00009758139,0.0002066074,0.00004391548,0.00006505092,0.0000729237,0.00410881],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008965845,"threshold_uncertainty_score":0.04741651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02438653167166386,"score_gpt":0.323104941179674,"score_spread":0.2987184095080101,"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."}}