{"id":"W2810653913","doi":"10.3847/1538-3881/aad80a","title":"Measuring the Recoverability of Close Binaries in Gaia DR2 with the Robo-AO Kepler Survey","year":2018,"lang":"en","type":"article","venue":"The Astronomical Journal","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics; University of Toronto","funders":"","keywords":"Physics; Kepler; Astronomy; Astrophysics; Astrobiology; Stars","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":[0.0005140452,0.0002705891,0.0002945811,0.002274432,0.0002757561,0.0005909346,0.0003720743,0.0002593387,0.001018433],"category_scores_gemma":[0.001704942,0.0001385292,0.0002456349,0.0009524,0.0002259485,0.0003845998,0.0009957312,0.0002174221,0.0006786402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003803025,"about_ca_system_score_gemma":0.000133024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009904607,"about_ca_topic_score_gemma":0.01750309,"domain_scores_codex":[0.9996165,0.00005227362,0.00002645685,0.0001221834,0.00009026252,0.00009236911],"domain_scores_gemma":[0.9983153,0.000160938,0.0005891495,0.0002883593,0.0003213182,0.0003250224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001128089,0.00001907127,0.9883762,0.00001636875,0.00005554935,0.00005558857,0.0001477388,0.000229619,0.006281799,0.00006706463,0.0002824663,0.004355717],"study_design_scores_gemma":[0.000002745764,0.00002378343,0.9980872,0.00000356449,0.000009993722,0.0001018556,0.000104036,0.0003624793,0.0006418548,0.00001615982,0.0006419749,0.000004384795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977263,0.00007319009,0.0001775114,0.00001637062,0.000002003766,0.00000657156,0.0007944824,0.00003209987,0.001171563],"genre_scores_gemma":[0.997937,0.00002770938,0.0003160524,0.0000142145,0.000003186969,0.000004516018,0.001438364,0.00001128704,0.0002476822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009904607,"threshold_uncertainty_score":0.01969391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02725385325603339,"score_gpt":0.2299586112223709,"score_spread":0.2027047579663375,"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."}}