{"id":"W2095190402","doi":"10.1145/1178477.1178486","title":"Characterization of user behavior in a multi-player online game","year":2005,"lang":"en","type":"article","venue":"","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Workload; Session (web analytics); Scalability; Popularity; Human–computer interaction; Multimedia; World Wide Web; Database","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001092238,0.0004918168,0.0005549275,0.001096167,0.000313254,0.0009079795,0.0005098879,0.0004390545,0.0006401068],"category_scores_gemma":[0.01014048,0.000187813,0.0001849166,0.0006299588,0.0002665356,0.0008184551,0.0003669595,0.0004424831,0.0002497923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003693922,"about_ca_system_score_gemma":0.0002810586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003401636,"about_ca_topic_score_gemma":0.003121523,"domain_scores_codex":[0.9985789,0.0005707689,0.0001068168,0.0002626548,0.0003736872,0.0001072149],"domain_scores_gemma":[0.9903312,0.005911092,0.000907051,0.0008697764,0.001383691,0.0005971622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002970859,0.002196927,0.6703139,0.0004654666,0.0003198306,0.001311117,0.006333776,0.04694941,0.1054413,0.004085999,0.001819399,0.1577919],"study_design_scores_gemma":[0.00002478101,0.001039934,0.3082212,0.0000237159,0.00005942276,0.001031354,0.001546664,0.6703547,0.01440554,0.002046718,0.001164972,0.00008109217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781668,0.00003925709,0.02018053,0.00003786321,0.000003990849,0.00006923512,0.0001732444,0.0002200392,0.001109097],"genre_scores_gemma":[0.9960682,0.00001738485,0.003385893,0.00001246709,0.000002348786,0.00003388421,0.0001855899,0.00001360261,0.0002805254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003401636,"threshold_uncertainty_score":0.006763697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03284658182307019,"score_gpt":0.2859140444542571,"score_spread":0.2530674626311868,"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."}}