{"id":"W4294770996","doi":"10.1093/mnras/stac2451","title":"Validation of TESS exoplanet candidates orbiting solar analogues in the all-sky PLATO input catalogue","year":2022,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institut sur la Nutrition et les Aliments Fonctionnels; Università degli Studi di Padova; Mitutoyo Association for Science and Technology; Agenzia Spaziale Italiana; Science and Technology Facilities Council; Ministero dell’Istruzione, dell’Università e della Ricerca; California Institute of Technology; European Commission; UK Space Agency; University of St Andrews; National Aeronautics and Space Administration; Ministry of Education; Asian Cultural Council","keywords":"Exoplanet; Physics; Planet; Photometry (optics); Astrometry; Astronomy; Radial velocity; Sky; Stars; Proper motion; Apparent magnitude; Transit (satellite); Kepler; Coronagraph; Astrophysics","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":[0.002596485,0.0004128473,0.0004434127,0.003273746,0.0006259641,0.001175464,0.0007975237,0.0003645091,0.004700297],"category_scores_gemma":[0.006620967,0.000215584,0.0006708749,0.001347695,0.0003210852,0.000605957,0.001273933,0.0003122789,0.002580061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003999136,"about_ca_system_score_gemma":0.0005314393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002670592,"about_ca_topic_score_gemma":0.003577123,"domain_scores_codex":[0.9985775,0.0002036486,0.0001064745,0.0003131461,0.0005942429,0.0002051075],"domain_scores_gemma":[0.9950988,0.001516645,0.000648295,0.001246833,0.001148567,0.0003409814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009209819,0.000151511,0.8354239,0.0003498704,0.0002246197,0.001111557,0.000654007,0.01659877,0.02744983,0.001888581,0.01915665,0.09606963],"study_design_scores_gemma":[0.0001062552,0.0003104507,0.8336939,0.000147428,0.0001810989,0.001621718,0.0005230975,0.08444137,0.0360182,0.0008811202,0.04201176,0.00006367523],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9605281,0.0002384873,0.01572205,0.0001107524,0.00005731408,0.0001294289,0.01259946,0.001949092,0.008665255],"genre_scores_gemma":[0.934028,0.00008593244,0.01360704,0.00007391439,0.00003158818,0.00008867096,0.0490956,0.0004549547,0.002534302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004700297,"threshold_uncertainty_score":0.01572406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01154666952001791,"score_gpt":0.2114109136771953,"score_spread":0.1998642441571774,"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."}}