{"id":"W2108602152","doi":"10.1504/ijnvo.2011.042482","title":"A real-time XML protocol for bridging virtual communities","year":2011,"lang":"en","type":"article","venue":"International Journal of Networking and Virtual Organisations","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Bridging (networking); Computer science; XML; Implementation; Protocol (science); World Wide Web; Computer network; Software engineering","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":[0.000554965,0.0001549185,0.0002084304,0.0003420232,0.0002187842,0.0002536096,0.001452097,0.00007399057,0.0000230918],"category_scores_gemma":[0.00009406452,0.0001435327,0.00008093491,0.0002276118,0.00008980819,0.0005345535,0.0004299715,0.0002179017,0.000009411051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001039958,"about_ca_system_score_gemma":0.0001269059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004067756,"about_ca_topic_score_gemma":0.00001581205,"domain_scores_codex":[0.9986646,0.00006576809,0.0005090556,0.0001462468,0.0003847217,0.000229667],"domain_scores_gemma":[0.9984172,0.0003302881,0.0003767272,0.0002363688,0.0005393715,0.0001000416],"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":[0.0007740823,0.0009118426,0.008312117,0.00002276607,0.001257102,0.0001455369,0.05016457,0.00421683,0.01160539,0.3297727,0.06189167,0.5309253],"study_design_scores_gemma":[0.01971249,0.017941,0.06221526,0.004554054,0.0003271507,0.004439375,0.01249632,0.3526608,0.018124,0.1345001,0.3682308,0.004798691],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05712218,0.00001117392,0.92581,0.00355431,0.00161995,0.01004016,0.00001445591,0.0003772925,0.00145044],"genre_scores_gemma":[0.9072661,0.00001468361,0.08781137,0.0003988176,0.001182575,0.003007579,0.000003900062,0.00002956369,0.0002853568],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.850144,"threshold_uncertainty_score":0.5853093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05796768860398396,"score_gpt":0.308479724068113,"score_spread":0.250512035464129,"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."}}