{"id":"W4411956832","doi":"10.1093/mnras/staf872","title":"Deep Extragalactic VIsible Legacy Survey (DEVILS): the sSFR–<i>M</i>⋆ plane – II. Starbursts, SFHs, and AGN feedback","year":2025,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Gamma-ray bursts and supernovae","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Australian Research Council; Horizon 2020 Framework Programme; Narodowa Agencja Wymiany Akademickiej","keywords":"Physics; Astronomy; Astrophysics","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":[0.0003537008,0.0001274072,0.0001428346,0.001354727,0.0001380363,0.0004378131,0.0002705829,0.0001057304,0.001139359],"category_scores_gemma":[0.0007046826,0.00007578926,0.0001601791,0.001183931,0.0001401245,0.0002549581,0.000675228,0.000173952,0.0003212322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002253927,"about_ca_system_score_gemma":0.0001576903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01511099,"about_ca_topic_score_gemma":0.04422191,"domain_scores_codex":[0.9998736,0.0000159374,0.00001020745,0.0000410879,0.00003509511,0.00002405431],"domain_scores_gemma":[0.9991807,0.00007658331,0.0003672884,0.0001009945,0.0001172498,0.0001570993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001190357,0.000006851334,0.9954958,0.000009779084,0.0000242909,0.00002182164,0.00004607005,0.00008359546,0.0005214317,0.00007753378,0.0006250433,0.003075911],"study_design_scores_gemma":[4.470334e-7,0.000004681219,0.999138,0.000003100137,0.000002620957,0.0000168756,0.000032958,0.00005921525,0.00006113399,0.00000889852,0.000671545,5.491625e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98565,0.0002138433,0.0001901855,0.00008509133,0.000007748427,0.000006581437,0.0103882,0.00002098652,0.00343728],"genre_scores_gemma":[0.977882,0.0001519609,0.0003862481,0.00004903396,0.00001943974,0.000006828137,0.02023568,0.000008921917,0.001259874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01511099,"threshold_uncertainty_score":0.03004611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00843893153579236,"score_gpt":0.2144435989889161,"score_spread":0.2060046674531237,"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."}}