{"id":"W4205946161","doi":"10.1051/0004-6361/202140821","title":"Atomic diffusion in solar-like stars with MESA","year":2022,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Regional Development Fund; Fundação para a Ciência e a Tecnologia; Ministério da Ciência, Tecnologia e Ensino Superior","keywords":"Physics; Radiative transfer; Diffusion; Astrophysics; Stars; Quantum mechanics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004638305,0.000586511,0.0004208616,0.0004794348,0.0005282908,0.0007901769,0.001101296,0.000952389,0.001654576],"category_scores_gemma":[0.001803803,0.000325389,0.0009250301,0.0005024581,0.0005011361,0.0006064823,0.0008302982,0.0005399081,0.00031587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001469498,"about_ca_system_score_gemma":0.0005742679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02072541,"about_ca_topic_score_gemma":0.009386327,"domain_scores_codex":[0.9998286,0.00004154408,0.00001002111,0.00004566534,0.00004853749,0.00002563299],"domain_scores_gemma":[0.9994012,0.000211658,0.0001101397,0.00009017425,0.0001146529,0.00007227292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002193265,0.0001011237,0.06207543,0.0001167588,0.0001164632,0.0002756854,0.0001641868,0.9168317,0.007242681,0.006724915,0.0009624631,0.00516934],"study_design_scores_gemma":[0.00009246514,0.00006722159,0.01440639,0.00001703817,0.00002808878,0.0001194532,0.00004827759,0.9781311,0.002552279,0.001975757,0.002535877,0.00002615292],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722264,0.000505834,0.01559076,0.0002713439,0.00005170827,0.00004936155,0.001273141,0.0008541516,0.009177269],"genre_scores_gemma":[0.993127,0.00009001704,0.005189372,0.00005479658,0.000013125,0.00003371109,0.0005286938,0.0001367999,0.0008265219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02072541,"threshold_uncertainty_score":0.04120952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005054227188412776,"score_gpt":0.1820998017387192,"score_spread":0.1770455745503064,"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."}}