{"id":"W2136382895","doi":"10.1051/0004-6361/200913383","title":"The AKARI FU-HYU galaxy evolution program: first results from the GOODS-N field","year":2010,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"Institute of Space and Astronautical Science; National Institute of Information and Communications Technology; Seoul National University; Japan Aerospace Exploration Agency; University of Sussex; Iran Telecommunication Research Center; National Research Foundation; Science and Technology Facilities Council; University of Tokyo; Korea Astronomy and Space Science Institute; Rijksuniversiteit Groningen; Imperial College London; European Space Agency","keywords":"Physics; Redshift; Galaxy; Astrophysics; Infrared; Photometric redshift; Astronomy; Luminous infrared galaxy; Wavelength; Luminosity; Spectral energy distribution; Active galactic nucleus; Star formation; Population; Optics","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":[0.001275364,0.0003080472,0.0002968787,0.002061609,0.0005657821,0.000647336,0.0003760789,0.0002936784,0.001343494],"category_scores_gemma":[0.0008656424,0.0002063412,0.0003673632,0.001321722,0.0003423626,0.0005385623,0.0009606165,0.0002357541,0.0005717185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006442324,"about_ca_system_score_gemma":0.0004086667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04868365,"about_ca_topic_score_gemma":0.07033394,"domain_scores_codex":[0.999511,0.00008322007,0.00002352711,0.0001154535,0.0001465399,0.0001202404],"domain_scores_gemma":[0.9980725,0.0003154461,0.0003080824,0.0003337452,0.0004314887,0.000538707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005573189,0.0004203222,0.9427207,0.00008916701,0.0001252609,0.0003448361,0.001216136,0.001096796,0.006114189,0.0005847303,0.004440394,0.04229001],"study_design_scores_gemma":[0.000006362859,0.00003560407,0.9979421,0.00000545172,0.00001334485,0.00002499792,0.00009381469,0.0001962174,0.0002898937,0.00002537933,0.001362887,0.000003909038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837857,0.0004458572,0.0007572753,0.0001079237,0.00001158229,0.00006341108,0.0067238,0.00008592931,0.008018503],"genre_scores_gemma":[0.9692991,0.0003506601,0.004170448,0.0001376714,0.00004589473,0.00005949031,0.02169232,0.00006885258,0.004175591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04868365,"threshold_uncertainty_score":0.09680057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005212159825193679,"score_gpt":0.1979089047256888,"score_spread":0.1926967449004951,"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."}}