{"id":"W1981143116","doi":"10.1088/0067-0049/191/1/1","title":"HOMOGENEOUS <i>UGRIZ</i> PHOTOMETRY FOR ACS VIRGO CLUSTER SURVEY GALAXIES: A NON-PARAMETRIC ANALYSIS FROM SDSS IMAGING","year":2010,"lang":"en","type":"article","venue":"The Astrophysical Journal Supplement Series","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"","keywords":"Physics; Virgo Cluster; Astrophysics; Galaxy; Surface brightness; Photometry (optics); Brightest cluster galaxy; Astronomy; Elliptical galaxy; Surface brightness fluctuation; Fundamental plane (elliptical galaxies); Effective radius; Lenticular galaxy","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007565112,0.0004401985,0.0006066567,0.0003597653,0.001018423,0.0006121114,0.0008251438,0.00004413589,0.001241303],"category_scores_gemma":[0.00004749796,0.0003252915,0.0005696836,0.001458147,0.0002314634,0.0008113862,0.000226727,0.0006846024,0.0000679926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009269484,"about_ca_system_score_gemma":0.0001219909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001119575,"about_ca_topic_score_gemma":0.0002204237,"domain_scores_codex":[0.9971822,0.0002030508,0.000799665,0.0003860528,0.000640432,0.0007886331],"domain_scores_gemma":[0.9975947,0.0005003034,0.0005792203,0.0006419237,0.0004250002,0.0002589192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000214354,0.0002316696,0.9898672,0.000005541038,0.001205274,9.506574e-8,0.0005616613,0.0003255232,0.004261164,0.0007406109,0.00236265,0.0002242882],"study_design_scores_gemma":[0.00109425,0.0001382926,0.9834698,0.000006426684,0.0006348204,0.000005578835,0.0007048395,0.003371805,0.002973113,0.006765962,0.0004660615,0.0003690955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9290444,0.00001527276,0.06823536,0.0005775797,0.0005143554,0.0004621861,0.001112594,0.00002938458,0.000008836902],"genre_scores_gemma":[0.9828443,0.000005952042,0.01439645,0.00001601795,0.001522204,0.0001054212,0.0008912538,0.00005149815,0.0001669107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05383891,"threshold_uncertainty_score":0.9999199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006576835539502206,"score_gpt":0.2317333107957036,"score_spread":0.2251564752562014,"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."}}