{"id":"W2117169786","doi":"10.1051/eas/1363039","title":"Stellar evolution including diffusion and matter flow induced by mass-loss","year":2013,"lang":"en","type":"article","venue":"EAS Publications Series","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Physics; Diffusion; Astrophysics; Flow (mathematics); Focus (optics); Atomic diffusion; Mass transport; Dense matter; Stellar mass; Mechanics; Stars; Engineering physics; Star formation; Quantum mechanics; Thermodynamics; Optics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005681711,0.0001411168,0.0001352052,0.0000679909,0.0004043045,0.0001846519,0.00009902706,0.00004218157,0.001454278],"category_scores_gemma":[0.000009888206,0.0001285257,0.00002865993,0.0001603665,0.00007585828,0.0005744126,0.00007796236,0.00009682629,0.0002791795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002143039,"about_ca_system_score_gemma":0.00001928218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004214239,"about_ca_topic_score_gemma":0.000004767441,"domain_scores_codex":[0.9992516,0.00003264637,0.0001717037,0.0002199443,0.000119179,0.0002049058],"domain_scores_gemma":[0.9994701,0.00005595007,0.00007879164,0.0002199115,0.00009926057,0.0000759994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002557573,0.00003218705,0.9765949,0.000006884696,0.00004192576,3.014257e-8,0.0002862941,0.00000116776,0.0007286452,0.002891587,0.01635924,0.00305461],"study_design_scores_gemma":[0.000224878,0.00002097198,0.96233,0.000008690091,0.00002589071,0.000001965819,0.0005622105,0.0002236537,0.0003558268,0.004852113,0.03119265,0.0002011825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8649212,0.0006157863,0.008808342,0.01195638,0.0002738714,0.0006136682,0.00005548836,0.0001310196,0.1126242],"genre_scores_gemma":[0.9955284,0.00001808163,0.0008503866,0.00007811702,0.0001531983,0.00009007182,0.000238789,0.0000131312,0.003029812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1306072,"threshold_uncertainty_score":0.9994586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01258186169778981,"score_gpt":0.2209722398304654,"score_spread":0.2083903781326756,"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."}}