{"id":"W4244668512","doi":"10.5594/m001624","title":"UHD in a Hybrid SDI/IP World","year":2015,"lang":"en","type":"article","venue":"","topic":"Telecommunications and Broadcasting Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Semtech (Canada)","funders":"","keywords":"Computer science; Telecommunications","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":[0.00007157111,0.00004637792,0.00005701869,0.0001261476,0.000008586273,0.0000131063,0.0001881701,0.00001588286,0.00002416063],"category_scores_gemma":[0.00003634801,0.000042113,0.000009907377,0.0002072436,0.00001452477,0.00004693157,0.00005778626,0.0001062036,0.00007865957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003897552,"about_ca_system_score_gemma":0.000005856818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004408287,"about_ca_topic_score_gemma":0.0003239025,"domain_scores_codex":[0.9997278,0.000004230741,0.00008440726,0.00004536715,0.00003422114,0.0001040131],"domain_scores_gemma":[0.9996766,0.00001959223,0.000004992584,0.0002695865,0.00001004991,0.00001917391],"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":[0.000008913155,0.0001640816,0.02555102,0.00005090409,0.00004101903,0.00006289941,0.0005499176,0.03611612,0.001470646,0.02461165,0.286202,0.6251708],"study_design_scores_gemma":[0.001351738,0.00007127616,0.01327569,0.00009793841,0.000009028832,0.00007148279,0.001146229,0.341623,0.02194602,0.02426373,0.595268,0.0008759162],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7489175,0.0009919559,0.004454991,0.0009876305,0.0001553985,0.0001125497,0.000002461593,0.003697266,0.2406802],"genre_scores_gemma":[0.9805966,0.00001680155,0.01849726,0.00001667638,0.000007772426,0.00001075915,0.000001514017,0.000007853318,0.0008447812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6242949,"threshold_uncertainty_score":0.1717318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04427226255609557,"score_gpt":0.2344605100706523,"score_spread":0.1901882475145567,"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."}}