{"id":"W2786313671","doi":"10.1093/mnras/sty274","title":"Particle content, radio-galaxy morphology, and jet power: all radio-loud AGN are not equal","year":2018,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":133,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Curtin University of Technology; Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; European Commission; National Aeronautics and Space Administration; Space Telescope Science Institute; Government of Western Australia; National Science Foundation","keywords":"Physics; Astrophysics; Radio galaxy; LOFAR; Active galactic nucleus; X-shaped radio galaxy; Quasar; Luminosity; Population; Astrophysical jet; Astronomy; Galaxy; Radio telescope","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003737563,0.0002906429,0.0004200671,0.00001304148,0.0003160318,0.00007141018,0.0004902619,0.00009500142,0.0003335153],"category_scores_gemma":[0.00002213134,0.0002256,0.0003624353,0.00008178922,0.0008652666,0.0002408319,0.0003198081,0.0002609757,0.00005323444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001158016,"about_ca_system_score_gemma":0.00004602466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006427682,"about_ca_topic_score_gemma":0.00002411029,"domain_scores_codex":[0.9981939,0.0001248957,0.0005358069,0.0003733268,0.0002170721,0.0005549734],"domain_scores_gemma":[0.9986334,0.0001269964,0.0004764358,0.0004596756,0.0001126605,0.0001908752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006469603,0.0001472225,0.990478,0.00001081679,0.0002527821,5.277657e-9,0.001394597,0.004205242,0.000170331,0.0007895724,0.002419761,0.00006692191],"study_design_scores_gemma":[0.001142864,0.0001358442,0.9147537,0.00001591437,0.00009351593,3.761566e-8,0.001257208,0.08046535,0.001438432,0.0001077015,0.0003753974,0.00021405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99778,0.00008682158,0.0001094653,0.001040794,0.0003348995,0.000315277,0.0001516535,0.00003804869,0.0001430917],"genre_scores_gemma":[0.9979786,1.631419e-7,0.001271301,0.00002673512,0.0004075551,0.00002188829,0.00002194438,0.00002683757,0.0002450001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07626011,"threshold_uncertainty_score":0.9199703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0164282343511163,"score_gpt":0.2143035808528428,"score_spread":0.1978753465017265,"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."}}