{"id":"W7077169165","doi":"","title":"$r$-process Heating Feedback on Disk Outflows from Neutron Star Mergers","year":2025,"lang":"en","type":"article","venue":"ArXiv.org","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Academia Sinica; Natural Sciences and Engineering Research Council of Canada; National Science and Technology Council; National Tsing Hua University; National Center for Theoretical Sciences","keywords":"Ejecta; Neutron star; Outflow; Accretion (finance); Kilonova; Smoothed-particle hydrodynamics; Convection","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0002350603,0.0005377738,0.0003945201,0.0002855003,0.0004807901,0.0005596672,0.000428595,0.0005587304,0.0008471927],"category_scores_gemma":[0.001674111,0.000281937,0.0003567619,0.0001982309,0.000472937,0.0004638654,0.0007647247,0.0003441504,0.00009282822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007320403,"about_ca_system_score_gemma":0.0003734331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008409346,"about_ca_topic_score_gemma":0.003865374,"domain_scores_codex":[0.9999155,0.0000269405,0.000004492319,0.00001428675,0.00001472112,0.0000240103],"domain_scores_gemma":[0.9995884,0.0002163672,0.00007481081,0.00002586505,0.00003433019,0.00006024021],"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":[0.0005441885,0.0001923245,0.04782784,0.0001211932,0.00009020785,0.001470158,0.0003011308,0.8614462,0.07426243,0.00409521,0.000740366,0.008908772],"study_design_scores_gemma":[0.00007244778,0.00006761059,0.02223014,0.00001096771,0.0000311899,0.00008769776,0.00007769444,0.967805,0.008273074,0.00103945,0.000281507,0.00002320666],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941462,0.0001137155,0.002920881,0.0001518771,0.00001713598,0.00001027326,0.00007684142,0.0001739119,0.002389032],"genre_scores_gemma":[0.9993463,0.00003851658,0.0003593296,0.00001904897,0.000007382598,0.000003401912,0.00003036912,0.0000263688,0.0001693046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008409346,"threshold_uncertainty_score":0.01672083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02096980759427017,"score_gpt":0.2517365039351536,"score_spread":0.2307666963408835,"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."}}