{"id":"W6929373690","doi":"10.4224/23000573","title":"MeerKAT : first light","year":2016,"lang":"en","type":"article","venue":"NPARC","topic":"Big Data and Digital Economy","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00394506,0.001383168,0.002002459,0.004257727,0.005037925,0.0133562,0.003034126,0.005662995,0.8333119],"category_scores_gemma":[0.03022919,0.001272161,0.001468715,0.001468327,0.002131494,0.004323588,0.006616897,0.004761274,0.7999891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002122405,"about_ca_system_score_gemma":0.006068982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001306017,"about_ca_topic_score_gemma":0.00361158,"domain_scores_codex":[0.9936107,0.0008480782,0.0002839227,0.0009293772,0.003409469,0.0009183687],"domain_scores_gemma":[0.9676833,0.002186654,0.0009380922,0.005686025,0.01554746,0.007958525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00009207719,0.00004466043,0.0001582391,0.0001790492,0.00001217927,0.0001351622,0.00004830271,0.00004685576,0.0004884395,0.002581889,0.9529278,0.04328545],"study_design_scores_gemma":[0.00003046149,0.00002202207,0.0003630111,0.0001198274,0.000006578493,0.0001482716,0.00006593664,0.0001777834,0.0007002065,0.002742469,0.9956006,0.00002266691],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002114009,0.0023345,0.004107911,0.03665016,0.1054322,0.0008076015,0.007303726,0.01051197,0.8307379],"genre_scores_gemma":[0.005028284,0.0004298846,0.0008133159,0.001487141,0.003801424,0.0001201415,0.001377262,0.00216678,0.9847758],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8333119,"threshold_uncertainty_score":0.2377602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01613839543973972,"score_gpt":0.1997934523661859,"score_spread":0.1836550569264462,"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."}}