{"id":"W2119131940","doi":"10.1093/mnras/stu2058","title":"The EAGLE project: simulating the evolution and assembly of galaxies and their environments","year":2014,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":3586,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"European Regional Development Fund; Uniwersytet Warszawski; Belgian Federal Science Policy Office; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Durham University; Science and Technology Facilities Council; European Commission; Partnership for Advanced Computing in Europe AISBL; National Science Foundation","keywords":"Physics; Astrophysics; Galaxy; Galaxy formation and evolution; Redshift; Stellar mass; Stars; Star formation; Metallicity; Astronomy","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":[0.001206551,0.0009072955,0.0006297694,0.0006146693,0.000422123,0.0007951508,0.002721161,0.0009968959,0.003237412],"category_scores_gemma":[0.003161047,0.0005772809,0.0008262643,0.0006631747,0.0006397899,0.001066336,0.001594134,0.001270796,0.0005506345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009568831,"about_ca_system_score_gemma":0.001062375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0211657,"about_ca_topic_score_gemma":0.01480017,"domain_scores_codex":[0.9996759,0.0001579987,0.00001056734,0.00004990926,0.0000596863,0.00004595673],"domain_scores_gemma":[0.9992713,0.0003646424,0.00006109511,0.0001047968,0.000061917,0.0001362246],"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":[0.0001425954,0.00009046074,0.009519203,0.00009813205,0.0001802724,0.0001257145,0.0001757377,0.9548677,0.001030216,0.01500998,0.009915922,0.008844171],"study_design_scores_gemma":[0.0001388671,0.00003135313,0.001238318,0.00001479895,0.00001497966,0.00002784839,0.00003438345,0.9859425,0.000477697,0.005754868,0.006306857,0.00001755775],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5624834,0.001606393,0.3446315,0.001770033,0.0006160529,0.0007685145,0.02300618,0.02270759,0.04241028],"genre_scores_gemma":[0.7213813,0.0007359267,0.2508401,0.0007252569,0.0002014563,0.001377269,0.01501964,0.003692471,0.006026518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0211657,"threshold_uncertainty_score":0.04208499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005580850192892222,"score_gpt":0.1887799061991233,"score_spread":0.1831990560062311,"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."}}