{"id":"W2171218757","doi":"10.1093/mnras/stu199","title":"A Council of Giants","year":2014,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Physics; Local Group; Astrophysics; Galaxy; Elliptical galaxy; Supercluster (genetic); Astronomy; Milky Way; Fundamental plane (elliptical galaxies); Dwarf spheroidal galaxy; Galaxy group; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003076166,0.0001969875,0.0003174129,0.001229295,0.001247471,0.001139978,0.0003443276,0.0002660133,0.006445955],"category_scores_gemma":[0.001032149,0.0001654053,0.0002397353,0.001345801,0.0008618425,0.0007770975,0.001864783,0.0002594782,0.001357999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009869669,"about_ca_system_score_gemma":0.0009922883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0117592,"about_ca_topic_score_gemma":0.02379724,"domain_scores_codex":[0.9996563,0.0000222969,0.00001701711,0.0001075616,0.0001026636,0.00009400281],"domain_scores_gemma":[0.9988785,0.00007244906,0.0002622942,0.0001939847,0.0002111379,0.0003816056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006893266,0.00008632303,0.6685469,0.000524018,0.0002136642,0.0039292,0.01619751,0.0006809361,0.03196922,0.01900072,0.03928629,0.2188758],"study_design_scores_gemma":[0.00002135186,0.0001060828,0.8966054,0.00007353347,0.00007078946,0.002251294,0.003819619,0.0002646699,0.001257504,0.001887384,0.09361518,0.0000272605],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9646441,0.0009542583,0.0006840151,0.0006616431,0.00005527868,0.00003904262,0.001140543,0.000241791,0.03157935],"genre_scores_gemma":[0.9834312,0.0004834854,0.0009464949,0.0003440718,0.00005595667,0.00002516475,0.001905053,0.00003964911,0.01276895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0117592,"threshold_uncertainty_score":0.02338147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009679062819218133,"score_gpt":0.1865608432039225,"score_spread":0.1768817803847044,"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."}}