{"id":"W4308210879","doi":"10.1093/mnras/stac3180","title":"Chemical evolution of fluorine in the Milky Way","year":2022,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"H2020 European Research Council; European Cooperation in Science and Technology; Office of International Science and Engineering; Horizon 2020 Framework Programme; Magyar Tudományos Akadémia; Fonds Wetenschappelijk Onderzoek; Australian Research Council; H2020 Research Infrastructures; University of Hull; Science and Technology Facilities Council; Vlaamse regering; European Commission; National Science Foundation","keywords":"Metallicity; Physics; Milky Way; Stars; Astrophysics; Fluorine; Abundance (ecology); Production (economics); Asymptotic giant branch; Chemical evolution; Astronomy; Chemistry","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":[0.0002883243,0.0002801976,0.0002476667,0.0005737722,0.0003189447,0.0006459201,0.0003214148,0.0005787241,0.0009286237],"category_scores_gemma":[0.000448753,0.0001962277,0.0005520722,0.0003397111,0.0003015027,0.00046697,0.0003365559,0.0001575068,0.0001949783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001096199,"about_ca_system_score_gemma":0.0001946928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009061642,"about_ca_topic_score_gemma":0.006010303,"domain_scores_codex":[0.9999124,0.00001092988,0.000004899145,0.00003403415,0.00001800351,0.00001973252],"domain_scores_gemma":[0.9997806,0.00005246652,0.0000829698,0.00001976987,0.00003558034,0.00002862311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002227868,0.00003817622,0.8603588,0.0001140274,0.0001745725,0.0003616215,0.0002560783,0.04271913,0.08701589,0.001366385,0.0001557763,0.007216776],"study_design_scores_gemma":[0.00003732479,0.0004080169,0.8608391,0.00003189533,0.0001324902,0.0004527289,0.0004183448,0.09994473,0.03310277,0.001418048,0.003173749,0.00004080868],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992988,0.00008580081,0.0002568677,0.00001340868,7.595385e-7,0.000001351797,0.00008579467,0.000007972556,0.0002493447],"genre_scores_gemma":[0.9994184,0.0000549303,0.0002110384,0.000006809576,9.468646e-7,0.000001443558,0.0001363804,0.000004668318,0.0001653099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009061642,"threshold_uncertainty_score":0.01801777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007363374625740014,"score_gpt":0.1955143391942789,"score_spread":0.1881509645685388,"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."}}