{"id":"W2899671397","doi":"10.1051/0004-6361/201833931","title":"CHANG-ES XII","year":2019,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Lawrence Berkeley National Laboratory; Smithsonian Astrophysical Observatory; Science and Technology Facilities Council; University of Colorado Boulder; Instituto de Astrofísica de Canarias; Office of Science; Max-Planck-Institut für Astronomie; Max-Planck-Institut für Astrophysik; Ministerium für Innovation, Wissenschaft und Forschung des Landes Nordrhein-Westfalen; Universidad Nacional Autónoma de México; Université d'Orléans; Ministério da Ciência, Tecnologia e Inovação; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; University of Oxford; Science Foundation Ireland; York University; Centre National de la Recherche Scientifique; Carnegie Institution for Science; University of Portsmouth; University of Hertfordshire; Leibniz-Gemeinschaft; University of Notre Dame; Bundesministerium für Bildung und Forschung; Carnegie Mellon University; Alfred P. Sloan Foundation; University of Washington; Johns Hopkins University; Carnegie Institution of Washington; University of Utah; Observatoire de Paris, Université de Recherche Paris Sciences et Lettres; Ohio State University; Max-Planck-Gesellschaft; U.S. Department of Energy; Smithsonian Institution; New Mexico State University; Vanderbilt University; Yale University","keywords":"LOFAR; Spectral index; Galaxy; Halo; Spiral galaxy; Interstellar medium; Magnetic field; Sky","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000341122,0.000835333,0.0003004974,0.0007665867,0.0007720194,0.002216065,0.0005867179,0.0009274888,0.4247164],"category_scores_gemma":[0.0006883797,0.0001624185,0.0002987934,0.0008291391,0.0002551015,0.001062766,0.00149567,0.000890584,0.2288666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008211288,"about_ca_system_score_gemma":0.0008858902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002422613,"about_ca_topic_score_gemma":0.002963721,"domain_scores_codex":[0.9997342,0.00002846319,0.0000125835,0.0001133218,0.00006470577,0.00004659368],"domain_scores_gemma":[0.9996368,0.00004481374,0.00004450284,0.00004676052,0.00009313595,0.0001340406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004596118,0.0001510633,0.01360689,0.0009413361,0.00005557219,0.00152382,0.0003298091,0.0007376804,0.009927839,0.035862,0.429587,0.5068174],"study_design_scores_gemma":[0.00001823793,0.00003747059,0.00666431,0.0001311511,0.000009379455,0.0004998728,0.0001129026,0.0002968642,0.0009188151,0.001549378,0.9897527,0.000009068297],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02151033,0.004854062,0.003400702,0.003546624,0.003528257,0.0001675783,0.01361451,0.002037239,0.9473407],"genre_scores_gemma":[0.09311986,0.004011481,0.004764282,0.001360854,0.0009855981,0.00012219,0.0208916,0.0007918974,0.8739523],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4247164,"threshold_uncertainty_score":0.8205722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006432540628556597,"score_gpt":0.2039871547925854,"score_spread":0.1975546141640288,"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."}}