{"id":"W2166983991","doi":"10.1093/pasj/62.3.779","title":"Search for Outer Massive Bodies around Transiting Planetary Systems: Candidates of Faint Stellar Companions around HAT-P-7","year":2010,"lang":"en","type":"article","venue":"Publications of the Astronomical Society of Japan","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Brown dwarf; Direct imaging; Planet; Planetary system; Binary number; Giant planet; Exoplanet","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":[0.000163599,0.0001626875,0.0002640127,0.001005699,0.0008113555,0.0005036854,0.0003262756,0.000381383,0.001443023],"category_scores_gemma":[0.0003152232,0.0001739933,0.0001415722,0.0004629311,0.0002859628,0.0004145694,0.0008140505,0.0002641316,0.0004428648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001203455,"about_ca_system_score_gemma":0.0001565716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001247444,"about_ca_topic_score_gemma":0.002735914,"domain_scores_codex":[0.9999396,0.000005630543,0.000002770004,0.00002101695,0.00001243005,0.00001860913],"domain_scores_gemma":[0.9994985,0.00004808193,0.000180881,0.00004036013,0.00006792509,0.0001643138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001470165,0.00009202147,0.9571478,0.00003849292,0.00004287059,0.001296863,0.0007726111,0.000109051,0.02915934,0.0002340022,0.0003978476,0.01056209],"study_design_scores_gemma":[0.0000120937,0.0001781297,0.9935121,0.000008298438,0.00005030985,0.001313139,0.0006858413,0.0008769606,0.0019648,0.0001281146,0.001264131,0.000006094577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987697,0.00008696556,0.0002067453,0.00001930826,0.000003450363,0.00000669056,0.00003908679,0.00001344667,0.0008544929],"genre_scores_gemma":[0.9989563,0.00003995456,0.0005801196,0.00001001184,0.0000118523,0.000003246414,0.0001747444,0.000003237967,0.0002204239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001443023,"threshold_uncertainty_score":0.00482744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01800432170319938,"score_gpt":0.2403569800626051,"score_spread":0.2223526583594057,"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."}}