{"id":"W7124133323","doi":"10.65109/ifpr4735","title":"On the analysis of joining communities of agent-basedweb services","year":2013,"lang":"","type":"article","venue":"","topic":"Multi-Agent Systems and Negotiation","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Concordia University","funders":"","keywords":"Web service; WS-Policy; Key (lock); Incentive; Web standards; Mechanism (biology); Services computing; WS-I Basic Profile","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000819817,0.0001934872,0.000517851,0.0004541097,0.0002223375,0.0001673117,0.001217854,0.00007431982,0.003055834],"category_scores_gemma":[0.00001341632,0.0001228417,0.0003224645,0.001362222,0.0001016095,0.000411356,0.0002767132,0.0001243864,0.00008203276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000213424,"about_ca_system_score_gemma":0.00003603322,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02377462,"about_ca_topic_score_gemma":0.001939101,"domain_scores_codex":[0.9976132,0.0005476341,0.0008520304,0.0001968241,0.0005653696,0.0002249324],"domain_scores_gemma":[0.9965551,0.0008701927,0.0008419385,0.001307433,0.0003671263,0.00005821183],"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":[0.00005447652,0.002252285,0.2056197,0.00243651,0.01381487,0.000002465186,0.2422342,0.1082169,0.01716173,0.3529756,0.004024572,0.05120669],"study_design_scores_gemma":[0.0001606157,0.0001027459,0.08260905,0.000198166,0.0002749742,1.65428e-7,0.00704138,0.9060015,0.003334954,0.00009803607,0.00005235302,0.0001260365],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666601,0.0001302757,0.02825164,0.00067455,0.000256115,0.0003524448,0.00001186204,0.00001984625,0.003643187],"genre_scores_gemma":[0.9981769,0.00004151875,0.0006522613,0.0005888176,0.00001675177,0.00001461433,0.000008401207,0.000006497705,0.0004942468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7977847,"threshold_uncertainty_score":0.9978555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04045191097435022,"score_gpt":0.2501205156118843,"score_spread":0.2096686046375341,"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."}}