{"id":"W4401954880","doi":"10.3847/1538-3881/ad60be","title":"Surviving in the Hot-Neptune Desert: The Discovery of the Ultrahot Neptune TOI-3261b","year":2024,"lang":"en","type":"article","venue":"The Astronomical Journal","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Fondo Nacional de Desarrollo Científico y Tecnológico; Agencia Estatal de Investigación; Science and Technology Facilities Council; Science Mission Directorate; Horizon 2020 Framework Programme; Jet Propulsion Laboratory; Ames Research Center; Ministry of Science, ICT and Future Planning; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; California Institute of Technology; European Commission; Australian Research Council; Agencia Nacional de Investigación y Desarrollo; National Aeronautics and Space Administration; European Southern Observatory; UK Research and Innovation; Space Telescope Science Institute; National Science Foundation","keywords":"Neptune; Physics; Exoplanet; Algorithm; Geology; Astrophysics; Planet; Computer science","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":[0.0001576434,0.0001737109,0.0002468675,0.0005987903,0.0005688266,0.0005534186,0.0003059043,0.0004090945,0.0007087678],"category_scores_gemma":[0.0003306208,0.0001127566,0.0001167988,0.0005338332,0.0002674267,0.0002609193,0.0005869354,0.0003413943,0.0005229277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003418881,"about_ca_system_score_gemma":0.00008895309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002187849,"about_ca_topic_score_gemma":0.003956877,"domain_scores_codex":[0.9999216,0.000006581241,0.000003267447,0.00002739829,0.0000273805,0.00001387112],"domain_scores_gemma":[0.9996758,0.0000205514,0.000105896,0.00003022245,0.00002537981,0.00014219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005452096,0.00008286102,0.5382166,0.0001409156,0.00006702021,0.00350008,0.00142347,0.0003691599,0.4281645,0.000957624,0.001940799,0.0245918],"study_design_scores_gemma":[0.00002401375,0.0001916899,0.95018,0.00005347596,0.0000393776,0.005811394,0.0008100286,0.0008235219,0.01227948,0.0007046415,0.02906197,0.00002052577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962024,0.0006640414,0.000264753,0.0001376159,0.000009375081,0.000008997272,0.0003600948,0.0000147043,0.002337902],"genre_scores_gemma":[0.9972925,0.0003862171,0.0006381191,0.0001178835,0.00001399758,0.000006918185,0.0007109215,0.000008031659,0.0008254045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002187849,"threshold_uncertainty_score":0.004350245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01270248032644572,"score_gpt":0.2279834506444641,"score_spread":0.2152809703180184,"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."}}