{"id":"W2539770846","doi":"10.1093/mnras/stx1517","title":"The cosmic baryon cycle and galaxy mass assembly in the FIRE simulations","year":2017,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":418,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics; University of Toronto","funders":"National Aeronautics and Space Administration; Space Telescope Science Institute; National Science Foundation","keywords":"Physics; Baryon; COSMIC cancer database; Galaxy; Astrophysics; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004033688,0.0001568442,0.0001680276,0.000005751471,0.001396837,0.0002487787,0.0008875023,0.00004467124,0.00002396194],"category_scores_gemma":[0.0000249936,0.00008944616,0.0002036657,0.00004014626,0.000372539,0.0002508026,0.0002189324,0.0002525953,0.000006566482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006368459,"about_ca_system_score_gemma":0.0000431739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000900651,"about_ca_topic_score_gemma":0.0001027112,"domain_scores_codex":[0.9989273,0.0001007304,0.0003176068,0.0001768309,0.0001837706,0.0002937538],"domain_scores_gemma":[0.9986377,0.0002854025,0.0003545092,0.0006371766,0.00003951122,0.00004575255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007765312,0.00003454913,0.8213418,0.000003827376,0.00003970775,7.173896e-10,0.0006596077,0.1768951,0.000004490958,0.0004634146,0.0003366845,0.0002130816],"study_design_scores_gemma":[0.0002597553,0.00001001889,0.6234868,0.000008132933,0.00002109697,1.94537e-9,0.0006331549,0.3748789,0.00001435435,0.0005044725,0.0001223094,0.0000610315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971813,0.00005200075,0.00002137762,0.001762541,0.0001277201,0.0003041762,0.00005040666,0.000008062108,0.0004924336],"genre_scores_gemma":[0.9993545,2.232817e-7,0.0002916469,0.000005034666,0.0001625851,0.0000204093,0.00001120852,0.00001133752,0.0001430826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1979837,"threshold_uncertainty_score":0.9999032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007442486290907074,"score_gpt":0.2159748759597242,"score_spread":0.2085323896688172,"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."}}