{"id":"W4412571209","doi":"10.1093/mnras/staf1205","title":"Deep Extragalactic VIsible Legacy Survey (DEVILS): satellite quenching at intermediate redshift","year":2025,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Narodowa Agencja Wymiany Akademickiej; Australian Research Council; Ministerio de Ciencia e Innovación; McMaster University; European Commission; Forrest Research Foundation","keywords":"Physics; Redshift; Astronomy; Astrophysics; Satellite; Quenching (fluorescence); Galaxy; Optics; Fluorescence","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004804852,0.0001325696,0.0001738729,0.001416761,0.0002112578,0.0005080584,0.0003498097,0.000128952,0.001309835],"category_scores_gemma":[0.0009367664,0.00009728289,0.000165051,0.001036591,0.0002386818,0.0003221514,0.001106641,0.0002047123,0.000411297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003248394,"about_ca_system_score_gemma":0.0001825138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0217573,"about_ca_topic_score_gemma":0.0556457,"domain_scores_codex":[0.9997786,0.00002904375,0.00001142899,0.00007937611,0.00006116128,0.00004038472],"domain_scores_gemma":[0.9990577,0.00006325662,0.0003703784,0.0001635348,0.0001335449,0.000211649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003302499,0.00001895804,0.9913146,0.00001852764,0.00005321093,0.00004487575,0.0002355177,0.0003082922,0.001473255,0.0003088511,0.001932399,0.004258525],"study_design_scores_gemma":[0.000002850685,0.000007860282,0.9980391,0.000004544477,0.000005590196,0.00002477428,0.00008637158,0.0001593212,0.0001627857,0.00003581968,0.001469169,0.000001955957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883949,0.00005825131,0.0002745847,0.00005486951,0.000003073194,0.00000909059,0.008207211,0.00006194696,0.002936154],"genre_scores_gemma":[0.9788423,0.00003488259,0.0006509823,0.00007179628,0.000008768323,0.0000137983,0.01933347,0.00001967282,0.001024451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0217573,"threshold_uncertainty_score":0.04326135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01006678583105539,"score_gpt":0.2537184868109182,"score_spread":0.2436517009798628,"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."}}