{"id":"W2506263331","doi":"10.1117/12.2233325","title":"SKA CSP controls: technological challenges","year":2016,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Radio Astronomy Observations and Technology","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dominion Astrophysical Observatory","funders":"","keywords":"Computer science; Radio telescope; Telescope; Control (management); Host (biology); Kilometer; Telecommunications; Scale (ratio); Systems engineering; Engineering; Transport engineering; Astronomy; Geography","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":[0.006154062,0.0007922231,0.0006555555,0.0008705262,0.00112064,0.007104984,0.004099397,0.001528216,0.01721945],"category_scores_gemma":[0.007524969,0.0008037707,0.0008440515,0.00137644,0.002305888,0.008355952,0.002748317,0.00439719,0.008545749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002542552,"about_ca_system_score_gemma":0.003805499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009369171,"about_ca_topic_score_gemma":0.005528431,"domain_scores_codex":[0.9917693,0.001183375,0.0003986578,0.0009808379,0.004876289,0.0007915338],"domain_scores_gemma":[0.9926776,0.001314083,0.0004137233,0.001974462,0.003091982,0.0005281405],"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":[0.0003754035,0.0002717417,0.0026523,0.001280904,0.00005427907,0.0004512694,0.001750584,0.01023448,0.02506193,0.3847682,0.08034639,0.4927526],"study_design_scores_gemma":[0.0001118832,0.0004013851,0.001780303,0.0007359503,0.00006346391,0.001105072,0.0010815,0.08204952,0.02642287,0.09350014,0.7926359,0.0001119934],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02149914,0.002837403,0.8211196,0.01141166,0.000648919,0.0006140614,0.0006872127,0.01841073,0.1227712],"genre_scores_gemma":[0.4175956,0.004855546,0.4831817,0.004899853,0.000859205,0.0008249147,0.002083077,0.004590751,0.08110927],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01721945,"threshold_uncertainty_score":0.05760479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01349889677070823,"score_gpt":0.2192634758164584,"score_spread":0.2057645790457502,"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."}}