{"id":"W2464654995","doi":"10.1093/mnras/stw1599","title":"A high reliability survey of discrete Epoch of Reionization foreground sources in the MWA EoR0 field","year":2016,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Radio Astronomy Observations and Technology","field":"Physics and Astronomy","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics; University of Toronto","funders":"","keywords":"Reionization; Physics; Astrophysics; Galaxy; Sky; Source counts; COSMIC cancer database; Spectral index; Astronomy; Redshift; Spectral line","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006149043,0.0001301731,0.0003107452,0.00001530014,0.00006815583,0.00001061124,0.0006107254,0.00007890522,0.00006349721],"category_scores_gemma":[0.00006807814,0.00006790215,0.0002519971,0.0001715871,0.0003359122,0.00009400322,0.0001460638,0.0001463158,7.060265e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000327644,"about_ca_system_score_gemma":0.00004710484,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007787662,"about_ca_topic_score_gemma":0.0001889265,"domain_scores_codex":[0.9987678,0.0001657442,0.0005290486,0.0002042123,0.0001367518,0.0001964518],"domain_scores_gemma":[0.9982701,0.0006651933,0.0004564071,0.0005034114,0.00008405574,0.00002082501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003433895,0.000127335,0.9285274,0.00001047808,0.00005258069,4.358618e-9,0.0001550589,0.06630833,0.00003144131,0.002706274,0.0001313823,0.001915403],"study_design_scores_gemma":[0.000513594,0.00009645322,0.980406,0.00003910235,0.00003167282,1.812883e-9,0.0003043112,0.01418357,0.003027787,0.001249103,0.00006713452,0.00008124208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952514,0.00001612217,0.002942381,0.001228657,0.00006256754,0.0002444723,0.0001396751,0.00000558787,0.0001091485],"genre_scores_gemma":[0.9977142,7.586633e-8,0.002144085,0.000007897203,0.0000415236,0.0000179826,0.00001662805,0.000007991834,0.0000496551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05212476,"threshold_uncertainty_score":0.9988196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008700638160535009,"score_gpt":0.2101584686729633,"score_spread":0.2014578305124282,"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."}}