{"id":"W2427008665","doi":"10.1145/2933267.2933297","title":"Evolving pub/sub subscriptions for multiplayer online games","year":2016,"lang":"en","type":"article","venue":"","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Workload; Class (philosophy); Stock (firearms); Live streaming; Multimedia; World Wide Web; Artificial intelligence; Operating system","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":[],"consensus_categories":[],"category_scores_codex":[0.0001781448,0.0001442533,0.0001469508,0.0001862121,0.0001074504,0.0001176064,0.001280291,0.00008582933,0.00002016064],"category_scores_gemma":[0.0004672686,0.00009335899,0.00007477131,0.0003700412,0.00004571164,0.0006028396,0.0005041631,0.00006247091,0.0001362576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007049306,"about_ca_system_score_gemma":0.00003592626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001139032,"about_ca_topic_score_gemma":0.0001819405,"domain_scores_codex":[0.9987003,0.0000136542,0.0002026971,0.0004463572,0.0001820575,0.0004549595],"domain_scores_gemma":[0.9986076,0.0002677966,0.00004494833,0.0008074881,0.0001786758,0.0000935211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007062784,0.0001399339,0.002662093,0.000008021892,0.00003302782,0.000005419834,0.0001409526,0.00005702382,0.07864183,0.07726876,0.2302481,0.6107878],"study_design_scores_gemma":[0.003027688,0.0006743146,0.05995769,0.0002904952,0.00003070235,0.00005454287,0.0002229385,0.1821234,0.163244,0.06430192,0.524108,0.001964343],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03804734,0.00009193921,0.9364663,0.02251735,0.0004718935,0.0002998934,0.00001776378,0.001601693,0.0004858702],"genre_scores_gemma":[0.5608566,0.00001299202,0.4349971,0.0005765104,0.00008700616,0.00007873092,0.000001581069,0.00001068124,0.003378836],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6088235,"threshold_uncertainty_score":0.3807069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02975862410880216,"score_gpt":0.2646276253718985,"score_spread":0.2348690012630964,"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."}}