{"id":"W7080181752","doi":"10.1051/0004-6361/202451974/pdf","title":"The host galaxies of radio AGN: New views from combining LoTSS and MaNGA observations","year":2025,"lang":"en","type":"article","venue":"Springer Link (Chiba Institute of Technology)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; Science and Technology Facilities Council; University of Colorado Boulder; Instituto de Astrofísica de Canarias; Office of Science; Gauss Centre for Supercomputing; 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; Centre National de la Recherche Scientifique; Ministério da Ciência, Tecnologia e Inovação; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Deutsche Forschungsgemeinschaft; University of Oxford; Science Foundation Ireland; Istituto Nazionale di Astrofisica; 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; Radio galaxy; Active galactic nucleus; Galaxy; Sky; Redshift; Star formation; Population; X-shaped radio galaxy","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":[],"consensus_categories":[],"category_scores_codex":[0.00104106,0.0002662988,0.000344383,0.001879465,0.0001995774,0.001132702,0.0002974504,0.0001653211,0.0004862389],"category_scores_gemma":[0.001075537,0.00022168,0.0002804325,0.0009923778,0.0004646573,0.0008625666,0.001052595,0.0002259388,0.0001434332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002596821,"about_ca_system_score_gemma":0.0001324273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002169801,"about_ca_topic_score_gemma":0.004238221,"domain_scores_codex":[0.9997025,0.00006296271,0.00001395852,0.0001273411,0.00004741809,0.00004573881],"domain_scores_gemma":[0.9989693,0.0002379164,0.0002865108,0.0002122439,0.00008949852,0.0002044352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004261807,0.000009573436,0.9823958,0.00001913233,0.0000462884,0.00007527671,0.0002323332,0.0002338715,0.007274427,0.0001589008,0.00005797323,0.009453825],"study_design_scores_gemma":[0.000001355606,0.00002027916,0.9976529,0.000007083122,0.00002779265,0.00009033926,0.0001667468,0.0009379971,0.0004235419,0.0001606063,0.0005076258,0.000003802489],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975066,0.0005384714,0.0009774523,0.00005391386,0.000003264269,0.00000384119,0.0002347551,0.00002212451,0.0006596913],"genre_scores_gemma":[0.9985254,0.0001312107,0.0008124036,0.00002879968,0.00001895203,0.000002303894,0.0003581206,0.00001032753,0.0001125307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002169801,"threshold_uncertainty_score":0.005505681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02438210253084781,"score_gpt":0.2357709223515764,"score_spread":0.2113888198207286,"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."}}