{"id":"W2959154002","doi":"10.3847/1538-3881/ab65c8","title":"Diffuser-assisted Infrared Transit Photometry for Four Dynamically Interacting Kepler Systems","year":2020,"lang":"en","type":"article","venue":"The Astronomical Journal","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Physics; Planet; Spitzer Space Telescope; Photometry (optics); Kepler; Transit (satellite); Space observatory; Exoplanet; Astrophysics; Astronomy; Telescope; Infrared; Planetary system; 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":[0.0001401241,0.0001977165,0.0002442598,0.001252643,0.0005789365,0.0003341661,0.0002772191,0.0002416568,0.0006752815],"category_scores_gemma":[0.0003823012,0.0001349489,0.0001460247,0.0006478535,0.0002027666,0.0002249022,0.0005416705,0.0002930186,0.0002089809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004055887,"about_ca_system_score_gemma":0.000142013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002567806,"about_ca_topic_score_gemma":0.004731566,"domain_scores_codex":[0.9999098,0.000005796873,0.000006049204,0.00003497355,0.00002540426,0.00001800346],"domain_scores_gemma":[0.9997329,0.00002965254,0.00007265646,0.00004260781,0.00004119067,0.00008086082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000820244,0.0001779292,0.7664348,0.0000661568,0.0001262324,0.0006791929,0.00130978,0.003240226,0.1949094,0.0006637492,0.000595173,0.03097711],"study_design_scores_gemma":[0.00004749755,0.0001952306,0.9624316,0.0000107049,0.00006736093,0.0006173557,0.0004163052,0.008882231,0.02422579,0.0002255025,0.002847089,0.00003333314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988343,0.00002559688,0.0002737436,0.000005260698,0.000001379025,0.000004115013,0.0001271883,0.00002901397,0.0006994216],"genre_scores_gemma":[0.9984626,0.00001650779,0.0009269817,0.000005647758,0.000002156788,0.000004597155,0.0003640902,0.00001008959,0.0002073917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002567806,"threshold_uncertainty_score":0.005105734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02765166156796517,"score_gpt":0.2419688767232846,"score_spread":0.2143172151553194,"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."}}