{"id":"W4318414219","doi":"10.1093/mnras/stad253","title":"On the follow-up efforts of long-period transiting planet candidates detected with <i>Gaia</i> astrometry","year":2023,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Advanced Science Institute; Institut sur la Nutrition et les Aliments Fonctionnels; Ecological Society of Australia Incorporated; European Space Agency","keywords":"Physics; Astrometry; Planet; Astronomy; Exoplanet; Gas giant; Transit (satellite); Giant planet; Planetary system; Astrophysics; Radial velocity; Hot Jupiter; Orbital period; Stars","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":[0.0005472085,0.0002049537,0.0002833912,0.0003893796,0.0003875543,0.0003968433,0.0004599561,0.0002253315,0.001374697],"category_scores_gemma":[0.002116781,0.0001277351,0.000370394,0.0003885475,0.0001425127,0.0003620008,0.0004197319,0.0002104008,0.0004657107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003352865,"about_ca_system_score_gemma":0.0003922046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006614246,"about_ca_topic_score_gemma":0.01033539,"domain_scores_codex":[0.9998398,0.00004003444,0.000005888113,0.00005431732,0.00002242929,0.00003755403],"domain_scores_gemma":[0.9991801,0.0002805863,0.0001555408,0.0001608859,0.00009978619,0.0001229475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005207019,0.0001108082,0.808578,0.0001024142,0.0002007504,0.0003267154,0.000297254,0.124501,0.02260775,0.001539729,0.001126048,0.04008888],"study_design_scores_gemma":[0.00003333764,0.0003338872,0.5640354,0.00003626788,0.0001842577,0.0002457354,0.000296581,0.4215295,0.008183843,0.0008291346,0.004267254,0.00002478251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920028,0.00006194103,0.006011564,0.00005847376,0.00000513439,0.00001368617,0.0004512822,0.0002192782,0.001175912],"genre_scores_gemma":[0.9960746,0.00002119172,0.003117981,0.00001191082,0.000002514567,0.000007788045,0.0005695525,0.00002101152,0.0001735615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006614246,"threshold_uncertainty_score":0.01315147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006486950600343887,"score_gpt":0.1868288393574108,"score_spread":0.180341888757067,"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."}}