{"id":"W3122611372","doi":"10.5167/uzh-71274","title":"Probing the shape and history of the Milky Way halo with orbital spectral analysis","year":2011,"lang":"en","type":"article","venue":"Zurich Open Repository and Archive (University of Zurich)","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Physics; Halo; Astrophysics; Milky Way; Halo orbit; Orbit (dynamics); Dark matter halo; Galactic halo; Astronomy; Dark matter; Galaxy","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":[],"consensus_categories":[],"category_scores_codex":[0.0001717873,0.000118559,0.0002598296,0.00005328351,0.0003605461,0.00001339814,0.00034157,0.00001716361,0.00008797339],"category_scores_gemma":[0.000002123921,0.00007787264,0.000086092,0.0001419403,0.0004972302,0.0001388749,0.0002941785,0.0001207505,6.640518e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001316884,"about_ca_system_score_gemma":0.00004790763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004089651,"about_ca_topic_score_gemma":0.0001911611,"domain_scores_codex":[0.9992674,0.000168878,0.0001043586,0.0002179115,0.0001122329,0.000129198],"domain_scores_gemma":[0.9993016,0.0001870297,0.0002034577,0.0002262808,0.00003548539,0.00004618717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001468625,0.00007918213,0.9777622,0.00001918081,0.001052237,0.00001138481,0.01786677,0.000007077724,0.0001966278,0.001294092,0.001185672,0.000378694],"study_design_scores_gemma":[0.0003885078,0.0001181982,0.9919665,0.00002576732,0.000934867,0.00001081109,0.004581267,0.0002230687,0.0001919737,0.0003559281,0.001074022,0.0001290796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8257827,0.0003679284,0.0003581367,0.00005340276,0.00006268304,0.0002284693,0.00001014259,0.000004816782,0.1731317],"genre_scores_gemma":[0.9964541,0.00001498677,0.0008990383,0.000008515705,0.00002637454,4.581041e-7,0.000004679061,0.000004859421,0.002586981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1706714,"threshold_uncertainty_score":0.6182355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01292431231613835,"score_gpt":0.1665540810778481,"score_spread":0.1536297687617098,"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."}}