{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004714681,0.00005097344,0.00005441908,0.00002520177,0.00003769077,0.00008751907,0.0005435197,0.00002219381,0.0001974573],"category_scores_gemma":[0.00001682494,0.00003127058,0.00002443807,0.0000645477,0.00001591309,0.0008042186,0.0001999901,0.00001689189,0.001576869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001412677,"about_ca_system_score_gemma":0.00001859498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001085127,"about_ca_topic_score_gemma":0.000005831011,"domain_scores_codex":[0.9995323,0.000004281252,0.00007294891,0.0001816385,0.00006487697,0.0001439651],"domain_scores_gemma":[0.9994467,0.00003693313,0.00001858618,0.0004118257,0.00001393535,0.0000720181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001624661,0.00002578204,0.0006926665,0.000003844509,0.000006036855,0.00001100494,0.00007026955,8.437106e-8,0.002554625,0.525722,0.1333158,0.3375962],"study_design_scores_gemma":[0.0001651273,0.00002195125,0.0004555789,0.00001451426,6.511427e-7,0.000007350809,8.543981e-7,0.0001086059,0.006647528,0.08074157,0.9117418,0.00009445221],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002391513,0.00002721202,0.1813402,0.02997704,0.0003751799,0.00005442536,0.000008316165,0.0001831555,0.785643],"genre_scores_gemma":[0.9884667,0.000009193762,0.008135341,0.0005712341,0.00006988039,0.000007067722,6.184237e-7,0.000003626785,0.002736386],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9860752,"threshold_uncertainty_score":0.9992005,"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."}}