{"id":"W2028213535","doi":"","title":"Herschel reveals a Tdust-unbiased selection of z~ 2 ultraluminous infrared galaxies","year":2010,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge; University of British Columbia","funders":"","keywords":"Physics; Luminous infrared galaxy; Astrophysics; Galaxy; Star formation; Astronomy; Infrared; Spectral energy distribution; Population","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":[0.0001650371,0.0002440546,0.0003379917,0.0002955162,0.0004192687,0.00004357525,0.000342227,0.0001086816,0.001152212],"category_scores_gemma":[0.00002038426,0.0002945068,0.0002086537,0.0007746431,0.0001992731,0.002024445,0.0000892221,0.000328688,0.00007030521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000117632,"about_ca_system_score_gemma":0.0002670162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007312094,"about_ca_topic_score_gemma":0.0002322392,"domain_scores_codex":[0.9986621,0.00008305044,0.0002768184,0.0003136471,0.0002930025,0.0003713663],"domain_scores_gemma":[0.9988565,0.00008002537,0.0003288796,0.0003623035,0.0002414022,0.0001308397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001230367,0.0002115218,0.9529705,0.00003435292,0.000114194,1.843119e-7,0.0008749348,0.00002927639,0.007628415,0.03346422,0.004522451,0.00002687596],"study_design_scores_gemma":[0.001421214,0.00008689231,0.9900821,0.00002077081,0.00006781896,0.000004039121,0.003189459,0.0008048068,0.001750303,0.001459785,0.0008012771,0.000311492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941387,0.00000627613,0.0007250237,0.00009025943,0.0002799006,0.0003934193,0.0005410761,0.00007477493,0.003750566],"genre_scores_gemma":[0.9785523,0.000002818564,0.0007682794,0.000002710477,0.0001372333,0.000003223503,0.000141756,0.00002132307,0.0203704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03711161,"threshold_uncertainty_score":0.9999507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005274783503813142,"score_gpt":0.1809500080117128,"score_spread":0.1756752245078996,"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."}}