{"id":"W2102848644","doi":"10.1109/mdso.2004.17","title":"Discovering Services Is Not Enough","year":2004,"lang":"en","type":"article","venue":"IEEE Distributed Systems Online","topic":"Access Control and Trust","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Computer science; Computer security; Service provider; Service (business); Internet privacy; Business","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002749691,0.0001783782,0.000307416,0.00004249053,0.0005283673,0.0002857977,0.0004784352,0.0001521206,0.0000396791],"category_scores_gemma":[0.00003441141,0.0001595327,0.0001050859,0.0003263629,0.0001019576,0.0004805951,0.00003500855,0.0001559448,0.0001248157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002121623,"about_ca_system_score_gemma":0.0001722373,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03381463,"about_ca_topic_score_gemma":0.005436296,"domain_scores_codex":[0.9982377,0.0000786037,0.000366483,0.0003112869,0.0005263865,0.0004795623],"domain_scores_gemma":[0.9991629,0.00005237756,0.000178178,0.0002675298,0.0001580153,0.0001809832],"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":[0.001208994,0.008182928,0.09497523,0.004168967,0.003107645,0.001584701,0.1717587,0.1491379,0.01859395,0.5166538,0.009846414,0.02078072],"study_design_scores_gemma":[0.006930047,0.0001924113,0.02141958,0.001249905,0.0002692659,0.00002451933,0.05718267,0.002951572,0.002018082,0.001848472,0.9038776,0.002035938],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775231,0.0006886258,0.006522228,0.005442853,0.002202588,0.0005078184,0.004860051,0.0003259154,0.001926833],"genre_scores_gemma":[0.9975127,0.00007134944,0.0000403006,0.0002999664,0.001269275,0.00002204627,0.0003381514,0.00001636895,0.0004298638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8940311,"threshold_uncertainty_score":0.9726193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02378079866837724,"score_gpt":0.3085000404223056,"score_spread":0.2847192417539284,"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."}}