{"id":"W2988962122","doi":"10.1017/s174392131300536x","title":"Probing the mass assembly of massive nearby galaxies with deep imaging","year":2012,"lang":"en","type":"article","venue":"Proceedings of the International Astronomical Union","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics; Herzberg Institute of Astrophysics","funders":"Science and Technology Facilities Council","keywords":"Physics; Astrophysics; Galaxy; Stellar mass; Halo; Astronomy; Accretion (finance); Redshift; Effective radius; RADIUS; Surface brightness; Billion years; Stars; Star formation","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":[0.0003064269,0.0001404061,0.000138477,0.00005996738,0.0001139772,0.00005318129,0.0005448383,0.0000171781,0.00007103726],"category_scores_gemma":[0.00001635811,0.00008589013,0.00009476057,0.0001110995,0.0001651148,0.0007300738,0.0001621628,0.0001550008,0.000006244004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001124989,"about_ca_system_score_gemma":0.00003504825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005968704,"about_ca_topic_score_gemma":9.880843e-7,"domain_scores_codex":[0.9990192,0.00001079826,0.0003244444,0.0001232192,0.0002928753,0.0002294386],"domain_scores_gemma":[0.9989921,0.00004368766,0.00051219,0.00009010336,0.0003165482,0.00004536265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002598812,0.00005638617,0.9530467,0.000007215253,0.00007696407,2.030638e-10,0.0005473136,0.0001665863,0.005400621,0.04043056,0.0001134881,0.0001282083],"study_design_scores_gemma":[0.0002834614,0.00001713351,0.9706711,0.00005129907,0.00002702835,8.389133e-7,0.001526004,0.004622926,0.02163346,0.0009481278,0.0001266168,0.00009198279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995648,0.00001170688,0.0008026058,0.001095493,0.0001902444,0.0002109335,0.000007692028,0.00001278836,0.002020493],"genre_scores_gemma":[0.9978716,3.068307e-7,0.001636675,0.000001756581,0.000306616,0.00002865221,0.000008940538,0.00001576753,0.0001297258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03948243,"threshold_uncertainty_score":0.3502498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005343851392774567,"score_gpt":0.1953455329916565,"score_spread":0.1900016815988819,"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."}}