{"id":"W6940967016","doi":"10.1051/0004-6361/201833931/pdf","title":"CHANG-ES XII","year":2019,"lang":"en","type":"article","venue":"Springer Link (Chiba Institute of Technology)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","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; Centre National de la Recherche Scientifique; University of Oxford; Science Foundation Ireland; York University; 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; Sky; Interstellar medium","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003671737,0.000824633,0.000293665,0.0007853534,0.0007936879,0.002394788,0.0006160361,0.0009296963,0.4825576],"category_scores_gemma":[0.0007139988,0.0001653676,0.0003007069,0.0008677986,0.0002583727,0.001162392,0.001601439,0.0009197022,0.2841894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008644632,"about_ca_system_score_gemma":0.0009220374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002306962,"about_ca_topic_score_gemma":0.002865048,"domain_scores_codex":[0.9997103,0.00003065387,0.00001423956,0.0001218536,0.00007238406,0.00005070223],"domain_scores_gemma":[0.999597,0.00004670682,0.0000455166,0.00005221979,0.0001096953,0.0001488571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000365837,0.0001274851,0.009737422,0.000840419,0.00004525478,0.001163619,0.000290649,0.0005731835,0.007810996,0.03543508,0.4787089,0.4649012],"study_design_scores_gemma":[0.0000130425,0.00002632684,0.004444956,0.0001043041,0.00000648631,0.0003457944,0.00008435369,0.0001810896,0.0006284988,0.001277535,0.9928808,0.000006776784],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0139894,0.004111764,0.002687945,0.003241841,0.003493102,0.0001493744,0.01252038,0.001693948,0.9581124],"genre_scores_gemma":[0.06259422,0.003300973,0.003692411,0.00125158,0.000948418,0.0001071132,0.01842999,0.0007299075,0.9089454],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5174423,"threshold_uncertainty_score":0.7380687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01174783277794192,"score_gpt":0.2096827682915162,"score_spread":0.1979349355135742,"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."}}