{"id":"W4291427910","doi":"10.48550/arxiv.1503.06189","title":"An Efficient Real-time Data Pipeline for the CHIME Pathfinder Radio\\n Telescope X-Engine","year":2015,"lang":"","type":"preprint","venue":"arXiv (Cornell University)","topic":"Radio Astronomy Observations and Technology","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics; University of Toronto; University of British Columbia; McGill University","funders":"","keywords":"Pathfinder; Computer science; Radio telescope; Network packet; Server; Field-programmable gate array; Pipeline (software); Bandwidth (computing); Software; Real-time computing; Computer hardware; Operating system; Physics; Computer network; Astronomy","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":[0.0004904596,0.001322359,0.0006042405,0.0007239311,0.0007072325,0.001606434,0.002164143,0.000522542,0.01604536],"category_scores_gemma":[0.001057244,0.0006129137,0.0005845816,0.0006802978,0.0003880016,0.001302172,0.001110794,0.0009857655,0.008095216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001375624,"about_ca_system_score_gemma":0.002422561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009604322,"about_ca_topic_score_gemma":0.00862234,"domain_scores_codex":[0.9994434,0.00003478953,0.00002755568,0.0001545799,0.0002341592,0.0001055906],"domain_scores_gemma":[0.9996955,0.00006827662,0.00001925408,0.00006174682,0.0001001361,0.0000550749],"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":[0.002938265,0.0004033904,0.006156083,0.0004975981,0.0001830208,0.0009946488,0.0007503757,0.03720441,0.1905761,0.01816012,0.0949531,0.6471829],"study_design_scores_gemma":[0.0007966568,0.0008440219,0.005992617,0.000110955,0.0001091874,0.0007145702,0.0002634074,0.6528093,0.1782544,0.01182245,0.1480619,0.0002205722],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04750826,0.0008746177,0.8380024,0.0004015569,0.0002413015,0.0004766088,0.001572759,0.09754357,0.01337886],"genre_scores_gemma":[0.3492106,0.0006520975,0.6061064,0.0004260541,0.0001297443,0.0005315115,0.007428252,0.004341599,0.03117384],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01604536,"threshold_uncertainty_score":0.05367708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08503091950698415,"score_gpt":0.2145967391954427,"score_spread":0.1295658196884586,"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."}}