{"id":"W2621520084","doi":"10.1093/mnras/stx1357","title":"The Hi-GAL compact source catalogue – I. The physical properties of the clumps in the inner Galaxy (−71$_{.}^{\\circ}$0 &lt; ℓ &lt; 67$_{.}^{\\circ}$0)","year":2017,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":195,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Canadian Institute for Theoretical Astrophysics; University of Toronto; Centre for Research in Astrophysics of Québec; University of Calgary","funders":"National Astronomical Observatories, Chinese Academy of Sciences; Max-Planck-Institut für Astronomie; Centre National de la Recherche Scientifique; Agenzia Spaziale Italiana; Science and Technology Facilities Council; Bundesministerium für Verkehr, Innovation und Technologie; European Commission; National Aeronautics and Space Administration; California Institute of Technology; Imperial College London; Centre National d’Etudes Spatiales","keywords":"Physics; Astrophysics; Galactic plane; Stars; Galaxy; Luminosity; Spiral galaxy; Star formation; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007007518,0.0003856272,0.0005155505,0.000009244102,0.00252164,0.0003176195,0.003077569,0.00006818445,0.000009441092],"category_scores_gemma":[0.00004425875,0.0001498112,0.001062854,0.0001118726,0.00216409,0.0002250067,0.0009912605,0.0007509975,0.00001263656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007226189,"about_ca_system_score_gemma":0.0001062985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002033515,"about_ca_topic_score_gemma":0.0001373823,"domain_scores_codex":[0.9975661,0.0003104488,0.0006246999,0.0003186506,0.0005900981,0.0005900124],"domain_scores_gemma":[0.9969733,0.0003329738,0.0009725816,0.001536329,0.0001263459,0.00005847534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0003371151,0.001497973,0.2187338,0.0001114694,0.001887146,1.660866e-7,0.0392406,0.6975328,0.000626318,0.009761367,0.01956805,0.01070312],"study_design_scores_gemma":[0.001446425,0.0001154649,0.7382101,0.000143678,0.0003031717,5.498921e-8,0.01322839,0.2337641,0.00251133,0.0007371986,0.009068443,0.0004716944],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920267,0.0001165266,0.00006092492,0.005493203,0.0002929403,0.0006505427,0.0001782364,0.0000107012,0.001170185],"genre_scores_gemma":[0.9989856,4.80905e-7,0.00003687192,0.00006147008,0.0005455492,0.00005151492,0.00001139421,0.00002701208,0.0002800482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5194763,"threshold_uncertainty_score":0.9987769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01272343086677816,"score_gpt":0.2164672144588025,"score_spread":0.2037437835920244,"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."}}