{"id":"W3210005849","doi":"10.3390/galaxies9040089","title":"Searching for High-z Radio Galaxies with the MGCLS","year":2021,"lang":"en","type":"preprint","venue":"Galaxies","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"National Research Foundation","keywords":"Physics; Spectral index; Astrophysics; Galaxy; Redshift; Sky; Radio spectrum; Flux (metallurgy); X-shaped radio galaxy; Radio galaxy; Astronomy; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005227026,0.0005813196,0.0006145932,0.0001436219,0.000789737,0.0007463571,0.0007320016,0.0001316324,0.0004100393],"category_scores_gemma":[0.00002611197,0.0004203741,0.0002935581,0.0002098863,0.0002939632,0.0003750012,0.0005814037,0.0007898673,0.0000325629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001548688,"about_ca_system_score_gemma":0.0005545461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009933728,"about_ca_topic_score_gemma":0.0001557988,"domain_scores_codex":[0.9974619,0.0001656851,0.0004891198,0.0006482946,0.0005358057,0.0006992305],"domain_scores_gemma":[0.9976557,0.0002767839,0.0004498881,0.001036361,0.0004612094,0.0001199844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003457574,0.00006584869,0.966917,0.0002260604,0.0004998146,3.295262e-8,0.006016508,0.0006490653,0.00002615508,0.0229142,0.002523273,0.0001274546],"study_design_scores_gemma":[0.0005331638,0.00005993012,0.9855593,0.0001579681,0.0001279946,0.000002873286,0.002910564,0.0004637052,0.0003541245,0.008726858,0.000574241,0.0005292959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99128,0.0003981357,0.004226303,0.001514164,0.0006400607,0.001191316,0.0001283883,0.0001506289,0.0004710549],"genre_scores_gemma":[0.9915105,0.0000202076,0.003051736,0.000002353977,0.001266644,0.000890596,0.001143734,0.00009795884,0.002016347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01864227,"threshold_uncertainty_score":0.9998248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01166813317121664,"score_gpt":0.2255450750980451,"score_spread":0.2138769419268285,"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."}}