{"id":"W1977279536","doi":"10.1145/2736084.2736089","title":"Towards bridging online game playing and live broadcasting","year":2015,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Bridging (networking); Encoder; Cloud computing; Broadcasting (networking); Multimedia; Encoding (memory); Video game; Architecture; Live streaming; Computer network; Operating system","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":[0.0003859641,0.00004153392,0.00007058505,0.00004794949,0.0001503158,0.00003446139,0.0001717776,0.00006155681,0.00009644595],"category_scores_gemma":[0.0008594423,0.00003955156,0.00001062486,0.0001079405,0.0001771162,0.00008704986,0.0001290004,0.0001085138,0.00002900386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003478902,"about_ca_system_score_gemma":0.00009400837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005552953,"about_ca_topic_score_gemma":0.003223917,"domain_scores_codex":[0.9994864,0.00006649575,0.0000896456,0.00009124516,0.0001207942,0.0001453933],"domain_scores_gemma":[0.9995899,0.00008172573,0.00003566103,0.0001206665,0.00006665959,0.0001054072],"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":[0.000007423906,0.00007976301,0.03235018,0.000005425384,0.0000163077,0.000005488907,0.0688672,0.000004445771,0.0002478055,0.04592174,0.002006966,0.8504872],"study_design_scores_gemma":[0.002650862,0.0001424066,0.03007264,0.0001170741,0.00003756371,0.00003059805,0.2459963,0.09516037,0.000365171,0.01267725,0.611817,0.000932785],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8295723,0.0003991842,0.001621685,0.01282396,0.000141259,0.0001200271,0.000002003326,0.0004128887,0.1549067],"genre_scores_gemma":[0.9834791,0.0001065657,0.01510011,0.0002952374,0.00008006969,0.000002357893,0.00000277489,0.000003793326,0.0009299248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8495545,"threshold_uncertainty_score":0.839444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1199775984143306,"score_gpt":0.3768937073039051,"score_spread":0.2569161088895744,"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."}}