{"id":"W7019982799","doi":"","title":"Interest management for massively multiplayer games","year":2007,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Massively parallel; Scalability; Popularity; State (computer science); Scale (ratio); Relevance (law)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001207967,0.001143278,0.0009268889,0.001494008,0.0008945924,0.0003841827,0.005104592,0.001102706,0.00002237888],"category_scores_gemma":[0.0006318108,0.001207956,0.0005186846,0.001407859,0.00006421818,0.001036473,0.00124365,0.001420442,0.0005535928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009307399,"about_ca_system_score_gemma":0.00003717072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004229475,"about_ca_topic_score_gemma":0.0009943396,"domain_scores_codex":[0.9938808,0.0001130787,0.00114437,0.002296476,0.001000294,0.001564951],"domain_scores_gemma":[0.9956633,0.0004262272,0.0006777246,0.002210252,0.0006077797,0.0004147061],"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":[0.0001268331,0.0001378354,0.000005281635,0.000276993,0.0002601872,0.000163391,0.00000973502,0.00005680865,0.00334251,0.3896776,0.0002677025,0.6056751],"study_design_scores_gemma":[0.002075275,0.0006189174,0.002046038,0.001439905,0.0002499633,0.00004482255,0.000527774,0.0008617064,0.1328194,0.08754314,0.7684201,0.003352994],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7997058,0.0008542694,0.003282888,0.0006297961,0.01435207,0.009079488,0.001600399,0.007979543,0.1625158],"genre_scores_gemma":[0.7384559,0.000163307,0.2241889,0.001153394,0.0001168777,0.001349221,0.0005533911,0.0003197529,0.03369927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7681524,"threshold_uncertainty_score":0.999037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03038500660222253,"score_gpt":0.2849249996925689,"score_spread":0.2545399930903464,"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."}}