{"id":"W2050188062","doi":"10.1088/0004-637x/801/2/72","title":"THE<i>HERSCHEL</i>COMPREHENSIVE (U)LIRG EMISSION SURVEY (HERCULES): CO LADDERS, FINE STRUCTURE LINES, AND NEUTRAL GAS COOLING","year":2015,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":176,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"U.S. Naval Research Laboratory; National Astronomical Observatories, Chinese Academy of Sciences; Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; Office of Naval Research; Centre National de la Recherche Scientifique; Università degli Studi di Padova; 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; Canadian Space Agency; UK Space Agency","keywords":"Luminous infrared galaxy; Infrared; Luminosity; Galaxy; Emission spectrum; Line (geometry); Infrared astronomy; Active galactic nucleus","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0003581944,0.000268491,0.000265645,0.00003216284,0.0009101339,0.000323553,0.0003827694,0.00004569296,0.00005162675],"category_scores_gemma":[0.00002869064,0.0001555604,0.0001083727,0.0001809462,0.0002575257,0.0003103271,0.0001057739,0.0007863729,0.00002764039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005849322,"about_ca_system_score_gemma":0.0001715394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001584384,"about_ca_topic_score_gemma":0.00001284179,"domain_scores_codex":[0.9982254,0.0003814191,0.0003812296,0.0001842107,0.0003651888,0.0004625717],"domain_scores_gemma":[0.9984531,0.0002222752,0.0003069279,0.0002879451,0.000395609,0.0003340761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008708438,0.0002043277,0.9277464,0.00001464895,0.0005022004,6.852972e-7,0.00322276,0.003136124,0.01596819,0.005806156,0.03497201,0.007555699],"study_design_scores_gemma":[0.001163535,0.0001479107,0.9838057,0.00002440187,0.00004794817,0.00004177494,0.001305998,0.002814354,0.0006154119,0.00844973,0.001353044,0.0002301702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973561,0.000188251,0.001307906,0.0006069786,0.0002748912,0.0001489184,0.00005175378,0.0000196604,0.00004553859],"genre_scores_gemma":[0.9975393,0.00001366924,0.000518234,0.00001147092,0.001684893,0.000003261282,0.00006056204,0.00002708637,0.0001414677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05605936,"threshold_uncertainty_score":0.7000106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01785093852132665,"score_gpt":0.2429210703762124,"score_spread":0.2250701318548858,"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."}}