{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006592357,0.0004961781,0.0003964106,0.003324769,0.0005228723,0.001246101,0.0007120981,0.0003493064,0.002708221],"category_scores_gemma":[0.001178375,0.0002971718,0.0004009918,0.001621665,0.0003515096,0.0002416214,0.0009680543,0.0002438161,0.001284415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004483201,"about_ca_system_score_gemma":0.0003018625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004977974,"about_ca_topic_score_gemma":0.008611215,"domain_scores_codex":[0.999447,0.00005337616,0.00002421602,0.0001529028,0.0001644702,0.0001580297],"domain_scores_gemma":[0.9983902,0.0001736654,0.0007536297,0.000132097,0.0001188505,0.0004315421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001319576,0.00005327077,0.9818772,0.00002847428,0.00006927216,0.0004093718,0.0002356412,0.0002941843,0.008118819,0.0003215511,0.0005719049,0.007888313],"study_design_scores_gemma":[0.00001299476,0.0000543102,0.9950765,0.000007645848,0.00005135435,0.0003293356,0.0001761257,0.001000289,0.001229981,0.00006885472,0.001984595,0.000008137046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972556,0.0001791038,0.0007554054,0.00004004189,0.000004018982,0.00002106519,0.0004436071,0.00007358176,0.001227445],"genre_scores_gemma":[0.9964461,0.0000615504,0.001135383,0.00002945486,0.00001331969,0.0000106418,0.001566956,0.00001414717,0.0007225059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004977974,"threshold_uncertainty_score":0.009898007,"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."}}