{"id":"W2953227652","doi":"","title":"Evolution of dust temperature of galaxies through cosmic time as seen by Herschel","year":2010,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge; University of British Columbia","funders":"","keywords":"Physics; Astrophysics; Galaxy; Luminous infrared galaxy; Redshift; Astronomy; Luminosity; Extinction (optical mineralogy); Spectral energy distribution; Star formation; Infrared","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001133619,0.0002305286,0.0003577277,0.000143064,0.0002795841,0.00001785036,0.0003786834,0.0001280055,0.0009168524],"category_scores_gemma":[0.000009816906,0.00026339,0.0001911201,0.0005840893,0.0002911649,0.00213961,0.000140203,0.0003014419,0.0001133499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001432451,"about_ca_system_score_gemma":0.0003135848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001531281,"about_ca_topic_score_gemma":0.00006898409,"domain_scores_codex":[0.998809,0.00006707687,0.0002538488,0.0002764915,0.0003116706,0.0002818602],"domain_scores_gemma":[0.9989002,0.00005531886,0.0003340374,0.0004059368,0.0002265099,0.00007804323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001655227,0.0003108188,0.8292337,0.00005283693,0.0001707325,1.427478e-7,0.001063478,0.00002741325,0.04129632,0.09912287,0.02855035,0.000005796182],"study_design_scores_gemma":[0.001825869,0.0001324015,0.9805864,0.00004117647,0.000111125,0.000003328948,0.005755045,0.000536011,0.005193325,0.0035389,0.001892001,0.0003844049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930121,0.00005206156,0.0001998779,0.0001578334,0.0001830502,0.0003182729,0.001760789,0.00003660197,0.004279462],"genre_scores_gemma":[0.9807066,0.000006422268,0.00028664,0.000001953072,0.00007249016,0.000001356388,0.0002570376,0.00001904816,0.01864844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1513527,"threshold_uncertainty_score":0.9999964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002764274161252021,"score_gpt":0.1709684815591329,"score_spread":0.1682042073978809,"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."}}