{"id":"W4221052630","doi":"10.3390/universe8030170","title":"The NuGrid AGB Evolution and Nucleosynthesis Data Set","year":2022,"lang":"en","type":"article","venue":"Universe","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; European Cooperation in Science and Technology; European Commission","keywords":"Physics; Nucleosynthesis; Astrophysics; Stars; Asymptotic giant branch; Metallicity; Stellar nucleosynthesis; Stellar evolution; Galaxy; s-process; Astronomy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009786227,0.00005597406,0.00005660546,0.00001615102,0.0006835181,0.00001696412,0.0001806396,0.000005411615,0.0004842616],"category_scores_gemma":[0.000005692708,0.00004501135,0.0000148387,0.00005289164,0.00004989028,0.00006083152,0.0003917086,0.00007355846,0.00002040741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001613349,"about_ca_system_score_gemma":0.0000174232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004925379,"about_ca_topic_score_gemma":0.00001756441,"domain_scores_codex":[0.9995821,0.00004448779,0.00004839266,0.0001346168,0.00008415319,0.0001063005],"domain_scores_gemma":[0.9995085,0.0001542564,0.00003281946,0.0002731114,0.000008687163,0.00002263379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005589341,0.00004228308,0.8537124,0.000003522378,0.0002059326,0.000007890395,0.0009722906,0.0000631249,0.00001264044,0.02033227,0.09705245,0.02753925],"study_design_scores_gemma":[0.0003209045,0.00002878647,0.1266575,0.00000244471,0.00009347259,0.000003219947,0.01349475,0.001738779,0.000006537584,0.00105883,0.8564622,0.0001325222],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3765574,0.001488017,0.0005727484,0.002751388,0.001330171,0.0004430769,0.001048258,0.00008773362,0.6157212],"genre_scores_gemma":[0.9984797,0.00002905195,0.00003293683,0.00002072067,0.00009843629,0.000001298339,0.00008539003,0.000004227782,0.001248217],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7594098,"threshold_uncertainty_score":0.5302325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01824933347595927,"score_gpt":0.2099014218150548,"score_spread":0.1916520883390956,"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."}}