{"id":"W2904237505","doi":"10.3847/1538-3881/aaf88f","title":"Cloud Atlas: Hubble Space Telescope Near-infrared Spectral Library of Brown Dwarfs, Planetary-mass Companions, and Hot Jupiters","year":2019,"lang":"en","type":"article","venue":"The Astronomical Journal","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Hot Jupiter; Brown dwarf; Stellar classification; Spectral line; Hubble space telescope; Wide Field Camera 3; Thermal; Telescope","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":[0.0003468184,0.0003187091,0.0003069139,0.005937381,0.0004985841,0.0005126071,0.0004841418,0.000191032,0.003473088],"category_scores_gemma":[0.0007829335,0.0001286601,0.0003029763,0.003280621,0.00009914195,0.0004092709,0.00046371,0.000196005,0.001791434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003275143,"about_ca_system_score_gemma":0.000389777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0100837,"about_ca_topic_score_gemma":0.01544939,"domain_scores_codex":[0.9997777,0.00001405961,0.00001867015,0.00007061454,0.00006605341,0.00005286778],"domain_scores_gemma":[0.9989781,0.00008332251,0.0002961873,0.0002179818,0.0002258274,0.0001985845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000616161,0.0002014947,0.7503494,0.000295469,0.0003139854,0.0004160554,0.0003312999,0.002944542,0.06561118,0.001363579,0.05019724,0.1273596],"study_design_scores_gemma":[0.00002031047,0.00003826343,0.9708336,0.00001627477,0.00004905471,0.000256048,0.00006619429,0.005154017,0.005331354,0.0003342303,0.01788716,0.00001352818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.8218447,0.0008156072,0.01710944,0.00008948782,0.00004584543,0.0001994274,0.1442623,0.00515398,0.01047924],"genre_scores_gemma":[0.7244569,0.0003341281,0.02246392,0.00008384384,0.00006866165,0.0001300703,0.24877,0.0002974082,0.003395169],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.0100837,"threshold_uncertainty_score":0.02005005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006810618611485885,"score_gpt":0.1921567917518391,"score_spread":0.1853461731403532,"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."}}