{"id":"W1656152305","doi":"10.1051/0004-6361/201321651","title":"<i>Herschel</i>PEP/HerMES: the redshift evolution (0 ≤<i>z</i>≤ 4) of dust attenuation and of the total (UV+IR) star formation rate density","year":2013,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":188,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Astronomical Observatories, Chinese Academy of Sciences; Science and Technology Facilities Council; Max-Planck-Institut für Astronomie; Centre National de la Recherche Scientifique; KU Leuven; Università degli Studi di Padova; Bundesministerium für Verkehr, Innovation und Technologie; Centre National d’Etudes Spatiales; Cardiff University; University of Sussex; National Aeronautics and Space Administration; California Institute of Technology; University of Lethbridge; Imperial College London; UK Space Agency","keywords":"Astrophysics; Star formation; Physics; Redshift; Galaxy; Stellar mass; Attenuation; Galaxy formation and evolution; Astronomy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000864051,0.0003900275,0.0002202232,0.000929045,0.0002026686,0.000523894,0.0002446134,0.0001894526,0.001019482],"category_scores_gemma":[0.0009219495,0.0001531484,0.0002461977,0.0008640873,0.0002018511,0.0007254961,0.0004518875,0.0003435655,0.0004895322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006097906,"about_ca_system_score_gemma":0.000189151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01257972,"about_ca_topic_score_gemma":0.01248833,"domain_scores_codex":[0.9998293,0.00003032249,0.000005608284,0.00005987769,0.00005588836,0.00001895298],"domain_scores_gemma":[0.9995442,0.0001025878,0.0001333807,0.0001080346,0.00006573994,0.000046037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007563111,0.00009471711,0.7781069,0.0002431615,0.0004766131,0.0004931725,0.0006794399,0.04158651,0.03467954,0.008896683,0.01365693,0.1203301],"study_design_scores_gemma":[0.00002660085,0.00004560003,0.9424565,0.00001154732,0.00005182005,0.0001925414,0.00006398312,0.01893086,0.0207048,0.001150016,0.01632859,0.00003708685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9629558,0.001817655,0.0126906,0.0003400659,0.00005281727,0.00002797133,0.0132928,0.0005114723,0.008310871],"genre_scores_gemma":[0.9707044,0.0007055524,0.01373548,0.00004358423,0.00008851208,0.00002534018,0.01066942,0.0001862768,0.003841337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01257972,"threshold_uncertainty_score":0.02501297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004876994749982259,"score_gpt":0.1730386062140132,"score_spread":0.1681616114640309,"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."}}