{"id":"W4295694596","doi":"10.1051/0004-6361/201731335","title":"The abundance of ultra-diffuse galaxies from groups to clusters","year":2017,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Alexander von Humboldt-Stiftung; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; INAF-Osservatorio Astronomico di Padova; Bundesministerium für Wirtschaft und Energie; Università degli Studi di Padova; Deutsche Forschungsgemeinschaft; Science and Technology Facilities Council; European Commission","keywords":"Galaxy; Physics; Astrophysics; Surface brightness; Halo; Abundance (ecology); Galaxy formation and evolution; Measure (data warehouse); Galaxy cluster; Astronomy","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":[0.00007878877,0.0002231961,0.0002403614,0.00002528307,0.001103806,0.0003683223,0.0005191354,0.0000234554,0.00003053775],"category_scores_gemma":[0.000008519624,0.0001860695,0.00009888082,0.00004852786,0.0003013781,0.0006673711,0.0001483069,0.0001442235,0.00004645988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002315445,"about_ca_system_score_gemma":0.00004309666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003673457,"about_ca_topic_score_gemma":0.00001215759,"domain_scores_codex":[0.9988987,0.00002495678,0.0003106888,0.0002552836,0.0001678605,0.0003424833],"domain_scores_gemma":[0.9986049,0.00007783046,0.0003782873,0.0007220085,0.00008451647,0.0001324673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003203975,0.0000637596,0.971011,0.000004107338,0.00008539742,4.933281e-9,0.0007719196,0.00004708873,0.0002787063,0.007565451,0.0001488102,0.01999165],"study_design_scores_gemma":[0.0005722616,0.00006630694,0.9908009,0.0000242854,0.00002475899,1.095338e-7,0.001160117,0.0001047244,0.0009856587,0.002898612,0.003190899,0.0001714312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968452,0.00002242927,0.03040231,0.0002474492,0.0001956118,0.0002037691,0.000120511,0.0000167779,0.0003390887],"genre_scores_gemma":[0.9943644,0.000003372239,0.004942612,0.000001432931,0.0004236743,0.00002902653,0.00004894628,0.00001990801,0.0001666038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02591237,"threshold_uncertainty_score":0.8489693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006499271532353626,"score_gpt":0.2023754494048633,"score_spread":0.1958761778725096,"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."}}