{"id":"W4280596843","doi":"10.3847/1538-3881/ac6261","title":"A New Analysis of Eight Spitzer Phase Curves and Hot Jupiter Population Trends: Qatar-1b, Qatar-2b, WASP-52b, WASP-34b, and WASP-140b","year":2022,"lang":"en","type":"article","venue":"The Astronomical Journal","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"McGill Space Institute; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Natural Sciences and Engineering Research Council of Canada; European Commission; Jet Propulsion Laboratory; Nuclear Safety and Security Commission; Space Telescope Science Institute; McGill University; California Institute of Technology; National Aeronautics and Space Administration","keywords":"Planet; Hot Jupiter; Physics; Astrophysics; Population; Light curve; Astronomy; Exoplanet","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000216135,0.0001866615,0.0001838905,0.002653143,0.0002273989,0.0003867087,0.0001615392,0.0001183311,0.001985256],"category_scores_gemma":[0.0007347591,0.00007735753,0.0003213045,0.001857955,0.00009376101,0.0003562803,0.0003093306,0.0001747005,0.0003836221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002117444,"about_ca_system_score_gemma":0.0001917761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003835053,"about_ca_topic_score_gemma":0.005442488,"domain_scores_codex":[0.9998978,0.00001111348,0.000009466575,0.00003358289,0.00002954297,0.00001843985],"domain_scores_gemma":[0.9994478,0.0001092687,0.0001429341,0.00008305062,0.0001760803,0.00004080901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002930239,0.00006001664,0.8511121,0.0001067382,0.0001834965,0.0001510157,0.0005433774,0.001432714,0.07351586,0.000408834,0.0009715611,0.07122112],"study_design_scores_gemma":[0.000005447971,0.00005885222,0.9925885,0.000004325816,0.00003172987,0.0001315902,0.00009633772,0.001361228,0.002805293,0.00005496497,0.00285721,0.000004525878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923828,0.0001595162,0.00249482,0.0000201193,0.00000501967,0.00001818393,0.002832145,0.00009613192,0.001991264],"genre_scores_gemma":[0.9902157,0.00006981235,0.002697679,0.00001069187,0.00001767321,0.00002186965,0.006357949,0.00003384793,0.0005747948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003835053,"threshold_uncertainty_score":0.007625461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01132847862701037,"score_gpt":0.2492194360567731,"score_spread":0.2378909574297627,"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."}}