{"id":"W4237166251","doi":"10.1109/hicss.2016.730","title":"Introduction to Social Networking and Communities Minitrack","year":2016,"lang":"en","type":"article","venue":"","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Knowledge management","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":[0.0001193371,0.00003863682,0.00004575701,0.0000319095,0.0001374474,0.00007847416,0.0001540849,0.0000145516,0.00001025432],"category_scores_gemma":[0.00000399295,0.00002600874,0.00001330249,0.00005599029,0.00001888652,0.0001820847,0.0001336848,0.00002936437,0.00002776105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001002112,"about_ca_system_score_gemma":0.000004524624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007037989,"about_ca_topic_score_gemma":0.00004073232,"domain_scores_codex":[0.9996769,0.0000323054,0.00005449761,0.0000846155,0.00005819618,0.0000935291],"domain_scores_gemma":[0.9997656,0.0000460446,0.00001154233,0.0001285317,0.00002292497,0.00002531719],"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":[0.00001064476,0.00001806788,0.001193485,0.000002922738,0.00001323231,0.00000142421,0.002873976,0.000003266687,0.005694088,0.06135161,0.07654778,0.8522895],"study_design_scores_gemma":[0.002133054,0.0006167619,0.0400415,0.0001611113,0.00002970838,0.000154046,0.004319125,0.01833561,0.002951416,0.01571426,0.9139544,0.001588938],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5754651,0.00005574493,0.3621153,0.05799961,0.0009910621,0.00005906607,6.795422e-7,0.0002289886,0.003084473],"genre_scores_gemma":[0.9957584,0.000009738726,0.001015812,0.0005813042,0.001042033,0.000002037325,1.702598e-7,0.000001948329,0.00158858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8507006,"threshold_uncertainty_score":0.1060606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02539480258245635,"score_gpt":0.2246115277283771,"score_spread":0.1992167251459207,"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."}}