{"id":"W2016094316","doi":"10.1093/mnras/stt562","title":"The ATLAS3D project – XV. Benchmark for early-type galaxies scaling relations from 260 dynamical models: mass-to-light ratio, dark matter, Fundamental Plane and Mass Plane","year":2013,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":732,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics; University of Toronto","funders":"Science and Technology Facilities Council","keywords":"Physics; Dark matter; Fundamental plane (elliptical galaxies); Virial mass; Astrophysics; Galaxy; Virial theorem; Dark matter halo; Sigma; Stellar mass; Velocity dispersion; Stellar kinematics; Galaxy rotation curve; Halo; Mathematical physics; Star formation; Galaxy formation and evolution; Milky Way; Disc galaxy; Quantum mechanics","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":[0.0002154598,0.0002929111,0.0003148361,0.00002112274,0.0007481728,0.0002745791,0.000465907,0.00009406715,0.0001510103],"category_scores_gemma":[0.00001117723,0.000204619,0.0002547202,0.00009505715,0.0002203715,0.0004033638,0.0001915747,0.0002598013,0.00004456614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001634328,"about_ca_system_score_gemma":0.00007001817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001752804,"about_ca_topic_score_gemma":0.0000332664,"domain_scores_codex":[0.9982536,0.00008347601,0.0005775184,0.0003647805,0.0002481134,0.0004724631],"domain_scores_gemma":[0.9987191,0.0003685487,0.0003197503,0.0003690881,0.00009502806,0.0001284983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006349476,0.00005447217,0.8904788,0.00001212051,0.0002139689,8.72347e-10,0.001132748,0.1025958,0.00008924504,0.0002766656,0.005049832,0.0000328854],"study_design_scores_gemma":[0.0003739919,0.0000453774,0.5887096,0.00001882036,0.00005627652,5.238765e-9,0.000788225,0.4084712,0.00004166853,0.00124873,0.0001017789,0.0001443182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958342,0.0000615051,0.0009013951,0.001085279,0.0002608839,0.001143547,0.000389438,0.00002645396,0.0002972528],"genre_scores_gemma":[0.9888958,2.196598e-7,0.009895181,0.000005409109,0.000234506,0.0001580225,0.0003034374,0.00003109331,0.0004763259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3058754,"threshold_uncertainty_score":0.8344122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007421694689314802,"score_gpt":0.1966720103693964,"score_spread":0.1892503156800816,"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."}}