{"id":"W4394594726","doi":"10.1093/mnras/stae974","title":"PHL 5038AB: is the brown dwarf causing pollution of its white dwarf host star?","year":2024,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Agencia Estatal de Investigación; Science and Technology Facilities Council; Agencia Nacional de Investigación y Desarrollo; Instituto Nacional de Técnica Aeroespacial; Generalitat de Catalunya; Rural Development Administration; College of Science and Engineering, University of Minnesota; Ministério da Ciência, Tecnologia, Inovações e Comunicações; Korea Astronomy and Space Science Institute; Agència de Gestió d'Ajuts Universitaris i de Recerca; National Science Foundation; Ministerio de Economía y Competitividad; University of Leicester; UK Research and Innovation","keywords":"Physics; White dwarf; Host (biology); Star (game theory); Brown dwarf; Astrophysics; Blue dwarf; Astronomy; Stars; Genetics; Biology","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":[0.0001858607,0.0002927065,0.0002679325,0.000543749,0.0005365671,0.0005244483,0.0003192191,0.0005397525,0.002016079],"category_scores_gemma":[0.0003652521,0.0001024181,0.00009488168,0.0004277968,0.0006202899,0.0003299268,0.0004270815,0.0002712969,0.0007978437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003844082,"about_ca_system_score_gemma":0.0001216837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002739604,"about_ca_topic_score_gemma":0.002653327,"domain_scores_codex":[0.9998437,0.00001300338,0.000008626052,0.00004842929,0.00004383926,0.0000423303],"domain_scores_gemma":[0.9997721,0.00002807441,0.00008376206,0.00001826419,0.00002841822,0.00006943053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009727077,0.0001069844,0.6038532,0.000093724,0.00004529375,0.007013735,0.0004988404,0.0001527575,0.3721804,0.000490938,0.0006297907,0.01396167],"study_design_scores_gemma":[0.00004958038,0.0005634497,0.9340419,0.00003162622,0.00005220615,0.01919412,0.0009425318,0.0009841733,0.03627911,0.001385867,0.006458202,0.00001713697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980953,0.0002359117,0.0001204708,0.00006629834,0.000005387522,0.000003358345,0.000102382,0.00001029894,0.00136059],"genre_scores_gemma":[0.999404,0.00004667981,0.0001085548,0.00004359435,0.000006545613,0.000001395554,0.0001050538,0.000002707254,0.0002814909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002739604,"threshold_uncertainty_score":0.006744444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01115319341166504,"score_gpt":0.2167949784672111,"score_spread":0.205641785055546,"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."}}