{"id":"W2162338384","doi":"10.1088/0004-637x/794/2/143","title":"SpeX SPECTROSCOPY OF UNRESOLVED VERY LOW MASS BINARIES. II. IDENTIFICATION OF 14 CANDIDATE BINARIES WITH LATE-M/EARLY-L AND T DWARF COMPONENTS","year":2014,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":134,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Stellar classification; Brown dwarf; Low Mass; Binary number; Spectral line; Stars; Spectroscopy; Binary star; Radial velocity","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":[0.0004675034,0.000255545,0.0001982598,0.001553749,0.0004167079,0.000335697,0.0004014954,0.0003082537,0.00177572],"category_scores_gemma":[0.000459399,0.0001768775,0.0002198305,0.001145529,0.0001776485,0.00045088,0.0006295495,0.0002148779,0.0005589789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002236248,"about_ca_system_score_gemma":0.0001353337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000891145,"about_ca_topic_score_gemma":0.001610222,"domain_scores_codex":[0.9998215,0.00001559939,0.00001339082,0.00006385079,0.00006282168,0.00002290021],"domain_scores_gemma":[0.9996537,0.0000518599,0.0001168318,0.00006044004,0.00006023375,0.00005706918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001030414,0.0003133465,0.5006368,0.0002781017,0.0001632448,0.0005092556,0.0004144291,0.002481474,0.4188287,0.001014929,0.001898975,0.07243033],"study_design_scores_gemma":[0.00002896181,0.0002251994,0.9635992,0.00001518773,0.0000598359,0.0006763702,0.0001469002,0.005214332,0.02787026,0.0003692229,0.001781418,0.00001317381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936591,0.0002449083,0.002182633,0.00002966278,0.000005065768,0.00002218872,0.001226736,0.0001354683,0.002494311],"genre_scores_gemma":[0.990369,0.0001585365,0.005394544,0.00004059793,0.000008320813,0.00001904559,0.003067882,0.00002659214,0.0009155781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00177572,"threshold_uncertainty_score":0.005940318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006325321242310631,"score_gpt":0.2042890777670764,"score_spread":0.1979637565247658,"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."}}