{"id":"W4402329561","doi":"10.1051/0004-6361/202347640","title":"JADES","year":2024,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":325,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"Royal Society; UK Research and Innovation","keywords":"Physics; Astrophysics; Population; Astronomy; Demography; Sociology","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":[0.00005738465,0.0001991521,0.0001533212,0.00006198497,0.0001838663,0.0002149885,0.0001079537,0.0000220436,0.0003496485],"category_scores_gemma":[7.07178e-7,0.0001926403,0.00008875772,0.0001610672,0.00008484566,0.0005902546,0.00006556004,0.0001763645,0.0002719585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000251725,"about_ca_system_score_gemma":0.00006103186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004602031,"about_ca_topic_score_gemma":4.885144e-7,"domain_scores_codex":[0.9990983,0.00001991334,0.0002004001,0.0002643754,0.0001123194,0.0003046925],"domain_scores_gemma":[0.9996139,0.00002914542,0.00004389099,0.0001775244,0.0000312249,0.0001043287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006930833,0.00007027869,0.6557711,0.00003446756,0.0001671966,4.122223e-8,0.0007478386,0.00008090275,0.0003160848,0.1979296,0.001121836,0.1437537],"study_design_scores_gemma":[0.0004004616,0.0001115733,0.8756484,0.00007125871,0.00008221881,0.000002524245,0.001255016,0.002047457,0.0008413812,0.01603031,0.1030396,0.0004697583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8964323,0.0001338839,0.1014086,0.0001137336,0.0002250839,0.0001126468,0.00004131271,0.0001074179,0.001425041],"genre_scores_gemma":[0.9879024,0.000002040279,0.01065485,0.000001499306,0.0007705528,0.00002572135,0.0000918562,0.0000248277,0.0005262516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2198773,"threshold_uncertainty_score":0.7855642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00542241942830651,"score_gpt":0.1972237841438776,"score_spread":0.1918013647155711,"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."}}