{"id":"W2120069867","doi":"10.1088/0004-637x/762/2/108","title":"THE COMPLEX PHYSICS OF DUSTY STAR-FORMING GALAXIES AT HIGH REDSHIFTS AS REVEALED BY<i>HERSCHEL</i>AND<i>SPITZER</i>","year":2012,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Science and Technology Facilities Council; National Aeronautics and Space Administration","keywords":"Physics; Astrophysics; Galaxy; Star formation; Redshift; Photometry (optics); Stars; Luminous infrared galaxy; Spectral energy distribution; Stellar mass; Extinction (optical mineralogy); Infrared; Astronomy","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":[0.0005359259,0.0002198649,0.000281696,0.001429363,0.0002870366,0.001128945,0.0005262441,0.0003943145,0.000674327],"category_scores_gemma":[0.001300689,0.0002928246,0.0002446798,0.001170031,0.0007571876,0.001175021,0.0005549233,0.0002591508,0.0001635957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005340656,"about_ca_system_score_gemma":0.0001157005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003517763,"about_ca_topic_score_gemma":0.005988332,"domain_scores_codex":[0.9997771,0.0000551493,0.0000129088,0.00006583075,0.00005478054,0.00003422506],"domain_scores_gemma":[0.9985325,0.0004346383,0.0007170954,0.000143472,0.0000438235,0.0001284304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002424084,0.00002195891,0.9879125,0.00001762032,0.00004673132,0.0001130001,0.000242507,0.001827735,0.006229051,0.0007710098,0.00005198133,0.002741777],"study_design_scores_gemma":[0.000002318901,0.00001818779,0.9964668,0.000002191151,0.00001028588,0.000141252,0.00008874564,0.002044134,0.0004061822,0.0006336664,0.0001821389,0.000004179243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987557,0.0001718341,0.0006246307,0.00003937177,6.335636e-7,0.00000275125,0.0001066789,0.0000174779,0.0002810023],"genre_scores_gemma":[0.9992512,0.00009619789,0.0004268784,0.00001296041,0.000005490218,0.000001755144,0.0001432231,0.00000258529,0.00005969578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003517763,"threshold_uncertainty_score":0.006994605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01076356697400266,"score_gpt":0.2194700896175237,"score_spread":0.2087065226435211,"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."}}