{"id":"W4409788380","doi":"10.1093/mnras/staf658","title":"Constraining the potential of the Milky Way using stellar streams and the Inverse Time Integration method","year":2025,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Particle Physics","funders":"National Key Research and Development Program of China; Higher Education Discipline Innovation Project; Shanghai Jiao Tong University; National Natural Science Foundation of China","keywords":"Physics; Milky Way; Astrophysics; STREAMS; Astronomy; Galaxy; Inverse","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":[0.0006223317,0.0002955023,0.0003046537,0.001337094,0.0003694385,0.0006458336,0.0006227876,0.0003140676,0.0009211527],"category_scores_gemma":[0.00415761,0.0003477028,0.0004397233,0.0005332002,0.0003489519,0.0006215732,0.0006817098,0.000281072,0.0003323545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005186887,"about_ca_system_score_gemma":0.0006806588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005014313,"about_ca_topic_score_gemma":0.003592646,"domain_scores_codex":[0.9998547,0.00004525876,0.000006732191,0.00003203474,0.00004584749,0.00001542499],"domain_scores_gemma":[0.9989429,0.000488789,0.0002078385,0.0001019646,0.0001752243,0.00008342021],"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":[0.0001588233,0.00004205006,0.07131413,0.00004125561,0.00008588361,0.0002196487,0.0001323773,0.8480732,0.009051113,0.01678425,0.0005612976,0.05353596],"study_design_scores_gemma":[0.00001308761,0.00001104372,0.003886737,0.000007294571,0.000005903077,0.00003108279,0.00001244684,0.9895498,0.002136233,0.00349622,0.0008409237,0.000009334036],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6118753,0.0002822452,0.382913,0.0001140257,0.00002369152,0.00003868286,0.0003529914,0.0007771138,0.003622906],"genre_scores_gemma":[0.9112353,0.00009134416,0.08738877,0.00001830776,0.00002567033,0.00004471152,0.000307418,0.0001116831,0.0007767494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005014313,"threshold_uncertainty_score":0.009970248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008461686890476553,"score_gpt":0.2215441392247656,"score_spread":0.213082452334289,"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."}}