{"id":"W4385261518","doi":"10.1093/mnras/stad2167","title":"The chemical evolution of the solar neighbourhood for planet-hosting stars","year":2023,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"H2020 European Research Council; Magyar Tudományos Akadémia; Science and Technology Facilities Council; American Sheep Industry Association; European Commission; Leverhulme Trust; Office of International Science and Engineering; European Cooperation in Science and Technology; University of Hull; Alexander von Humboldt-Stiftung; Joint Institute for Nuclear Astrophysics - Center for the Evolution of the Elements; Institut sur la Nutrition et les Aliments Fonctionnels; National Science Foundation","keywords":"Physics; Astrophysics; Stars; Supernova; Planet; Milky Way; Astronomy; Solar System","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":[0.0002248282,0.0001786322,0.0001991706,0.0004483782,0.0002050405,0.0007717542,0.0003266369,0.0004249891,0.002070356],"category_scores_gemma":[0.0009697788,0.0001397864,0.0004181626,0.0003760441,0.0002011758,0.0002833269,0.0003401066,0.000174751,0.0003926578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004183534,"about_ca_system_score_gemma":0.0001371322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005095064,"about_ca_topic_score_gemma":0.003638396,"domain_scores_codex":[0.9999146,0.00001309892,0.000004111622,0.00003394001,0.00001953808,0.00001470817],"domain_scores_gemma":[0.9996815,0.0001127332,0.00005860408,0.00004196268,0.00004812872,0.0000571109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001120622,0.00004587457,0.8303812,0.0000744434,0.0003126309,0.0003292636,0.000116198,0.1439865,0.01327683,0.003977568,0.0006219608,0.006765532],"study_design_scores_gemma":[0.00004109446,0.00009962652,0.6947397,0.00002636705,0.0001243471,0.0003448806,0.0002285355,0.2883423,0.008118895,0.004091974,0.003810448,0.00003189011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961517,0.000135931,0.001015157,0.00004441761,0.000004638527,0.00000447032,0.0005512602,0.00003474198,0.002057643],"genre_scores_gemma":[0.9987873,0.00005625721,0.0003267235,0.000008794998,0.000002736146,0.000002080371,0.0005064536,0.00001485193,0.0002946526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005095064,"threshold_uncertainty_score":0.01013082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00841511412264257,"score_gpt":0.2020017529599036,"score_spread":0.193586638837261,"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."}}