{"id":"W2358197058","doi":"","title":"Design and Implementation of Streaming Media Server Above Unified Complex Hardware Environment","year":2011,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Artificial Immune Systems Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Real Time Streaming Protocol; Bandwidth (computing); Video server; ENCODE; Video streaming; Computer network; Interface (matter); Embedded system; Computer hardware; Operating system; The Internet","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008763406,0.0001319587,0.0001477121,0.00007312857,0.0000819066,0.00001748258,0.0001581923,0.00004516327,0.00009311162],"category_scores_gemma":[1.005912e-7,0.0001499623,0.00002774644,0.0001151735,0.00004917984,0.000104181,0.00005944849,0.00005757586,0.00005536767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004153382,"about_ca_system_score_gemma":0.000009382528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009685468,"about_ca_topic_score_gemma":0.00001680188,"domain_scores_codex":[0.999211,0.00002157984,0.0003515853,0.0001885022,0.00007698183,0.0001503839],"domain_scores_gemma":[0.9995178,0.00004211386,0.00007361658,0.0002826969,0.00003062209,0.0000531402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000006814975,0.0001798993,0.001461473,0.0002178864,0.0002286748,8.076635e-7,0.01590374,0.005255197,0.6332291,0.01348519,0.001867014,0.3281642],"study_design_scores_gemma":[0.001680102,0.0001020943,0.2651024,0.00006627753,0.0002480761,0.00003360136,0.003875867,0.02832618,0.5515761,0.007139997,0.1404035,0.001445764],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04221254,0.0001096988,0.9562142,0.00001526646,0.000008928029,0.001069794,0.00002881075,0.0001288451,0.0002119094],"genre_scores_gemma":[0.768475,0.00002797359,0.2308483,0.00001178312,0.00002414839,0.00051186,0.00006845639,0.00002604986,0.000006449985],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7262625,"threshold_uncertainty_score":0.6115285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03221125674249416,"score_gpt":0.2323528983068931,"score_spread":0.200141641564399,"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."}}