{"id":"W6910802523","doi":"10.48550/arxiv.1610.06375","title":"NIHAO XII: galactic uniformity in a ΛCDM universe","year":2016,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute of Mining, Metallurgy and Petroleum","funders":"","keywords":"Halo; Dark matter; Galaxy; Milky Way; Galaxy formation and evolution; Dark matter halo; Dwarf galaxy problem; Virial mass; Virial theorem","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":[0.0007599341,0.0002623103,0.0003295402,0.0005579524,0.0004324769,0.000978874,0.000798054,0.0003545806,0.002753309],"category_scores_gemma":[0.002188254,0.0002095905,0.0004014543,0.0008454871,0.0002940707,0.0005740137,0.0004791136,0.0003802762,0.0002895247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001244109,"about_ca_system_score_gemma":0.0004205748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02326682,"about_ca_topic_score_gemma":0.01233177,"domain_scores_codex":[0.9998521,0.00005809557,0.000004493216,0.00004556097,0.0000189009,0.00002080339],"domain_scores_gemma":[0.9996248,0.0001392343,0.00005257413,0.0000795224,0.00004744444,0.00005643039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002609492,0.0001633135,0.1965538,0.00008746843,0.000223575,0.0003089193,0.0004784946,0.7430859,0.002315317,0.03735774,0.005703789,0.01346065],"study_design_scores_gemma":[0.0001453343,0.00006511237,0.05013577,0.00001290227,0.00003177393,0.00009227841,0.0001033035,0.9337277,0.0007266751,0.01169988,0.00323263,0.00002661362],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9827776,0.0001076239,0.00661631,0.0001446983,0.00001043094,0.00003987172,0.002118571,0.000522888,0.007661996],"genre_scores_gemma":[0.9896152,0.00008033521,0.006763159,0.00005093951,0.00001156754,0.0000440785,0.002223417,0.0001142414,0.001097025],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02326682,"threshold_uncertainty_score":0.0462628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02826706259952418,"score_gpt":0.1716600352498745,"score_spread":0.1433929726503503,"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."}}