{"id":"W4405781262","doi":"10.1093/mnras/stae2790","title":"Radio Galaxy Zoo data release 1: 100185 radio source classifications from the FIRST and ATLAS surveys","year":2024,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Particle Physics","funders":"Australian Research Council; Science and Technology Facilities Council; Universidad de Guanajuato; Tsinghua University; China Postdoctoral Science Foundation; National Radio Astronomy Observatory; National Aeronautics and Space Administration; California Institute of Technology; University of California, Los Angeles; University of Minnesota; Jet Propulsion Laboratory; UK Research and Innovation; National Science Foundation","keywords":"Physics; Radio galaxy; Galaxy; Sky; Atlas (anatomy); Astrophysics; Astronomy; Luminous infrared galaxy; Radio telescope; X-shaped radio galaxy; Remote sensing; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002085053,0.0006873941,0.0007700088,0.00537042,0.0005570894,0.001653869,0.00137438,0.0007743672,0.02138716],"category_scores_gemma":[0.007357819,0.0006304216,0.0005938578,0.007063969,0.0003696784,0.001300094,0.001743285,0.0009767751,0.03838703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001072571,"about_ca_system_score_gemma":0.001127601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02048178,"about_ca_topic_score_gemma":0.02522615,"domain_scores_codex":[0.9970292,0.000240713,0.000303006,0.0004193452,0.001683819,0.0003239663],"domain_scores_gemma":[0.9868397,0.001536008,0.001567109,0.004675725,0.004580959,0.0008005705],"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":[0.0007151455,0.0002606054,0.07151116,0.0004790937,0.0001178469,0.0001512356,0.0008477641,0.002047937,0.00477862,0.001693286,0.8666034,0.05079379],"study_design_scores_gemma":[0.0002668879,0.0001557112,0.3456485,0.00008572543,0.00005084792,0.000230721,0.0005512243,0.00249589,0.005536178,0.0006582591,0.6442301,0.00008992982],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.02235325,0.0000520835,0.001763838,0.00009113572,0.00004588469,0.0002328429,0.9612936,0.004653654,0.009513807],"genre_scores_gemma":[0.0106354,0.00002136098,0.00235202,0.00004203277,0.0000166973,0.000247905,0.9833872,0.0004362748,0.002861223],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02138716,"threshold_uncertainty_score":0.07154715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01391830753325169,"score_gpt":0.2081002214664647,"score_spread":0.194181913933213,"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."}}