{"id":"W2019146360","doi":"10.1145/1570433.1570440","title":"Flexible and efficient platform modeling for distributed interactive systems","year":2009,"lang":"en","type":"article","venue":"","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Scalability; Distributed computing; Personalization; Fault tolerance; Architecture; Operating system; World Wide Web","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":[0.0001798472,0.000124049,0.0001619049,0.0001180355,0.0001028932,0.000238242,0.0005471706,0.00006180198,3.79583e-7],"category_scores_gemma":[0.00006444537,0.0001018169,0.00002985716,0.000319025,0.00001244554,0.0002339801,0.0002199152,0.00008430495,0.000006834568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007960376,"about_ca_system_score_gemma":0.00001791831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001892324,"about_ca_topic_score_gemma":0.000002212489,"domain_scores_codex":[0.9990039,0.000004960572,0.0001814993,0.000350037,0.0001443533,0.0003152759],"domain_scores_gemma":[0.9993404,0.00008215556,0.00003890983,0.0003610673,0.0001040729,0.00007337863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003463217,0.00007134479,0.00001365936,0.00001459647,0.00002017435,0.000004267974,0.0003636157,0.6883447,0.0004903783,0.2453478,0.00414814,0.06114675],"study_design_scores_gemma":[0.000197505,0.0001636829,0.00003334245,0.00003354159,0.000002688011,0.00001096759,0.000133011,0.9924033,0.001413105,0.004614296,0.0008531351,0.0001414222],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04702551,0.0001150381,0.9492809,0.001484499,0.0002098904,0.000414559,0.000008517371,0.0008851994,0.0005758656],"genre_scores_gemma":[0.9412994,0.00000248537,0.05836965,0.0001522514,0.0000249351,0.00003256031,0.000004489063,0.000003864262,0.0001103503],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8942739,"threshold_uncertainty_score":0.4151971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02774967429634041,"score_gpt":0.2716997238891213,"score_spread":0.2439500495927809,"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."}}