{"id":"W2770608194","doi":"10.23919/ursigass.2017.8104971","title":"High-performance hardware platform for the square kilomtre array mid correlator & beamformer","year":2017,"lang":"en","type":"article","venue":"","topic":"Radio Astronomy Observations and Technology","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Stratix; Computer science; Field-programmable gate array; Computer hardware; Bandwidth (computing); Embedded system; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005287402,0.0004870677,0.0003451999,0.0006807675,0.0003032271,0.000754387,0.001371839,0.0003993659,0.01686208],"category_scores_gemma":[0.0006923061,0.0002317439,0.0001687971,0.0005482636,0.0002537368,0.0006856439,0.0007807048,0.0005534629,0.004967583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000645377,"about_ca_system_score_gemma":0.001431918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001575593,"about_ca_topic_score_gemma":0.002906283,"domain_scores_codex":[0.999681,0.00004010499,0.00001415171,0.00004807388,0.0001533872,0.00006326373],"domain_scores_gemma":[0.9996087,0.00005404948,0.00003934482,0.00005477496,0.0001818856,0.00006131194],"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":[0.001635715,0.0002485907,0.007627889,0.0003984226,0.0001270467,0.0009260975,0.0003763964,0.0205205,0.4287727,0.05668368,0.07225579,0.4104272],"study_design_scores_gemma":[0.0006659826,0.002655841,0.01470966,0.0001565443,0.000152128,0.002364676,0.0001875289,0.3576768,0.3140206,0.006585612,0.3006041,0.000220591],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06574528,0.0006943778,0.8848013,0.0006787128,0.0003226363,0.0003253311,0.0008344019,0.01736546,0.02923247],"genre_scores_gemma":[0.5080166,0.0003097531,0.4673372,0.0007874177,0.0001496054,0.0002861936,0.002834826,0.0003457187,0.01993266],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01686208,"threshold_uncertainty_score":0.0564093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02308081534292499,"score_gpt":0.2477810910845296,"score_spread":0.2247002757416046,"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."}}