{"id":"W3147854311","doi":"10.22215/etd/2015-10987","title":"Decentralized Social Data Sharing","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Viewpoints; Data sharing; Distributed computing; Architecture; Class (philosophy); Systems architecture; Data science; Artificial intelligence","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":[0.003170768,0.0003397025,0.0006638071,0.0009211221,0.002171441,0.002520226,0.001521211,0.0008988866,0.006142792],"category_scores_gemma":[0.008341819,0.0003478548,0.0006159507,0.001088387,0.001680382,0.003004951,0.004710328,0.0009526073,0.001469217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001257054,"about_ca_system_score_gemma":0.002531211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009073496,"about_ca_topic_score_gemma":0.0009760741,"domain_scores_codex":[0.9963591,0.001373541,0.0001555763,0.000672925,0.001130011,0.0003087902],"domain_scores_gemma":[0.9941946,0.001877215,0.0004126726,0.00220552,0.0008478081,0.0004622401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002021009,0.0002013951,0.00182628,0.0003328917,0.0001499897,0.0002613046,0.001227709,0.04646735,0.007454223,0.8040246,0.01684912,0.121003],"study_design_scores_gemma":[0.0001256185,0.0001267466,0.001064896,0.00007322836,0.00005748769,0.0002822531,0.0004234127,0.1984371,0.004359969,0.6939275,0.1010756,0.00004624079],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05362169,0.001252075,0.8377206,0.004592278,0.0003735862,0.0007154365,0.0004072215,0.0009928585,0.1003242],"genre_scores_gemma":[0.8865355,0.001005834,0.08662932,0.0004739581,0.0003385232,0.0006775889,0.0004812038,0.0001022576,0.0237559],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006142792,"threshold_uncertainty_score":0.02054971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1233575549138316,"score_gpt":0.3769888168122446,"score_spread":0.253631261898413,"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."}}