{"id":"W2136300789","doi":"10.1109/icccn.2011.6006079","title":"A Collaborative Cloud-Based Multimedia Sharing Platform for Social Networking Environments","year":2011,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Cloud computing; World Wide Web; Multimedia; Scalability; The Internet; Architecture; Variety (cybernetics); Social media; 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":[0.0009489626,0.0004967748,0.0004259885,0.0006970181,0.001879729,0.001358749,0.001753868,0.0009886407,0.004771904],"category_scores_gemma":[0.00160286,0.0002821621,0.0005633093,0.000819513,0.0004257472,0.002092475,0.002859666,0.0009538347,0.001714985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006601923,"about_ca_system_score_gemma":0.001700718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003556029,"about_ca_topic_score_gemma":0.003991241,"domain_scores_codex":[0.9992619,0.0001529489,0.00005063751,0.000113328,0.0002872312,0.0001339965],"domain_scores_gemma":[0.9987279,0.000153893,0.00009542986,0.0003136954,0.0002397094,0.000469449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003439546,0.002871339,0.008802811,0.0009619725,0.0002559101,0.00448287,0.002683014,0.03394106,0.1871132,0.08693784,0.1227944,0.545716],"study_design_scores_gemma":[0.0007548447,0.001410088,0.01008361,0.0001715528,0.0001861333,0.002378812,0.000943457,0.5962827,0.06819832,0.03776531,0.2814882,0.000336835],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1184734,0.0005319308,0.8180922,0.001263784,0.0004767746,0.002623249,0.001147977,0.02345656,0.0339342],"genre_scores_gemma":[0.487309,0.0003839291,0.4883831,0.0004183235,0.0001894353,0.001083706,0.001695039,0.0008844076,0.0196531],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004771904,"threshold_uncertainty_score":0.01596367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1006281833175015,"score_gpt":0.3362812534482588,"score_spread":0.2356530701307573,"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."}}