{"id":"W3105215349","doi":"10.1051/0004-6361:200810077/pdf","title":"The Nature of UCDs: Internal Dynamics from an Expanded Sample and Homogeneous Database ⋆","year":2013,"lang":"en","type":"article","venue":"Springer Link (Chiba Institute of Technology)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"","keywords":"Homogeneous; Context (archaeology); Physics; Geography; Statistical physics; Archaeology","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":[0.0006547475,0.0004484898,0.0005226035,0.004263902,0.0005736399,0.001279822,0.0007682146,0.000330495,0.003098582],"category_scores_gemma":[0.002979222,0.0001686114,0.0003292773,0.004399837,0.00038403,0.001043805,0.001729469,0.0002840989,0.00175733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005375315,"about_ca_system_score_gemma":0.0004460416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01117143,"about_ca_topic_score_gemma":0.01213509,"domain_scores_codex":[0.9991671,0.00005930378,0.0000803564,0.0003784555,0.0001621848,0.0001525544],"domain_scores_gemma":[0.9971474,0.0003368073,0.001001138,0.0006827659,0.0003318854,0.0005000397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001304311,0.00003328143,0.9750934,0.0001093401,0.00008328618,0.0001842151,0.0006525921,0.0003474089,0.00178396,0.0002596051,0.003025145,0.01829724],"study_design_scores_gemma":[0.000003359232,0.00001576757,0.992727,0.00002107832,0.00002356496,0.0002308952,0.000346059,0.0004281272,0.0003533622,0.00007915954,0.005766134,0.000005610728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732186,0.0005851212,0.0004496774,0.00004716807,0.000004802703,0.00002440531,0.02405674,0.00009125328,0.001522261],"genre_scores_gemma":[0.8996519,0.0005080975,0.002350497,0.00003610716,0.00002785758,0.0000646929,0.09629343,0.00007654727,0.0009908938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01117143,"threshold_uncertainty_score":0.0222128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005573202020645334,"score_gpt":0.2156303426089215,"score_spread":0.2100571405882762,"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."}}